From 8c774f6aa8921cf94e4a7321490c6aecacc7e9a6 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Tue, 4 Aug 2026 08:48:06 +0300 Subject: [PATCH 01/13] feat(direct-effect): path-patching DE/TE on the native head (#44, Part 1) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit The DE–TE scatter (Hydra Fig 2c analog) needs two rulers in one basis. Add `evaluation/direct_effect.py`: DE (direct effect, path-patching 取法 B) and TE (total effect), both read through the model's own head — not per-layer tuned decoders — so they're comparable by construction. - DE(m): residual is additive, so freezing downstream at clean is arithmetic, r_L − a_m + ã_m, off one clean forward. Faithful head (final LN σ recomputed), not a fixed û on a single layer. - TE(m): ablate-and-react (inject_delta / skip_layer), read the final residual through the same head. DE and TE share one donor draw per (m, donor). - resample ã_m (role-matched donor δ, metric averaged) reusing the #35 machinery; zero as the cross-check. Plus `run_direct_effect_sweep.py` (per-task DE/TE + native-final normalizer) and `plot_de_te_scatter.py` (D1). Additive PR: touches no existing module. Tests (tests/test_direct_effect.py): the headline invariant is that the O(1)-forward arithmetic DE reproduces a real frozen-downstream forward (3D / 4D / double-stream); plus DE == logit-lens on a linear head (取法 A == B) and the resample path's shape. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_de_te_scatter.py | 121 ++++++++++++ scripts/run_direct_effect_sweep.py | 148 ++++++++++++++ src/tfm_lens/evaluation/direct_effect.py | 233 +++++++++++++++++++++++ tests/test_direct_effect.py | 208 ++++++++++++++++++++ 4 files changed, 710 insertions(+) create mode 100644 scripts/plot_de_te_scatter.py create mode 100644 scripts/run_direct_effect_sweep.py create mode 100644 src/tfm_lens/evaluation/direct_effect.py create mode 100644 tests/test_direct_effect.py diff --git a/scripts/plot_de_te_scatter.py b/scripts/plot_de_te_scatter.py new file mode 100644 index 0000000..90dbc8d --- /dev/null +++ b/scripts/plot_de_te_scatter.py @@ -0,0 +1,121 @@ +"""D1 — the DE–TE scatter (Hydra Fig 2c analog), from ``run_direct_effect_sweep.py``. + +Each point = one (layer, dataset). Axes (both through the native head, same ruler): + +- x = DE (direct effect, path-patching 取法 B) +- y = TE (total effect, ablate-and-react) + +Read on gt_logit, z-scored per task by its clean-baseline σ (Hydra's logit units) so +tasks/models pool. Diagonal ``y = x`` = no compensation (TE = DE). + +- **below diagonal** (y < x, DE > 0) -> downstream **repair** (self-repair): C1. +- **DE ≈ 0 stripe** -> redundant, not self-repair: excluded (C2). +- **above diagonal** -> downstream breakage (amplification). + + uv run --group viz python scripts/plot_de_te_scatter.py \ + --models limix_2m mitra tabicl_v2 tabfm --in-dir out +""" + +import argparse +import json +from pathlib import Path + +import matplotlib.pyplot as plt +import numpy as np + +_MODEL_LABELS = { + "limix_2m": "LimiX-2M", + "tabicl_v2": "TabICLv2", + "mitra": "Mitra", + "tabfm": "TabFM", +} +# |DE| below this (σ units) is treated as the redundant stripe — flagged, not counted. +_REDUNDANT_TOL = 0.1 + + +def _parse_args(): + p = argparse.ArgumentParser(description=__doc__) + p.add_argument("--models", nargs="+", default=["limix_2m", "mitra", "tabicl_v2", "tabfm"]) + p.add_argument("--in-dir", type=Path, default=Path("out")) + p.add_argument("--out", type=Path, default=Path("out/de_te_scatter.png")) + p.add_argument("--coord", choices=["gt_logit", "margin"], default="gt_logit") + return p.parse_args() + + +def _points(results, coord): + """-> (de, te, layer) arrays over all (task, layer). gt_logit is z-scored per task + by its clean σ; margin by its clean final margin.""" + de, te, layer = [], [], [] + for r in results.values(): + eff = r["effects"] + sigma = eff["zscore"]["sigma"] if coord == "gt_logit" else abs(eff["clean"]["margin"]) + scale = max(sigma, 1e-6) + for m_str, d in eff["de"].items(): + t = eff["te"][m_str] + de.append(d[coord] / scale) + te.append(t[coord] / scale) + layer.append(int(m_str)) + return np.array(de), np.array(te), np.array(layer) + + +def _draw(ax, de, te, layer, title): + lim = float(np.nanmax(np.abs(np.concatenate([de, te])))) * 1.1 + 1e-6 + diag = np.array([-lim, lim]) + ax.plot(diag, diag, "--", color="0.4", lw=1, zorder=1, label="TE = DE") + ax.axvspan(-_REDUNDANT_TOL, _REDUNDANT_TOL, color="0.85", zorder=0) # redundant stripe + sc = ax.scatter(de, te, c=layer, cmap="viridis", s=14, alpha=0.7, zorder=2) + ax.axhline(0, color="0.7", lw=0.6, zorder=1) + ax.axvline(0, color="0.7", lw=0.6, zorder=1) + ax.set_xlim(-lim, lim) + ax.set_ylim(-lim, lim) + ax.set_aspect("equal") + ax.set_xlabel("DE (direct effect, path-patching)") + ax.set_title(title) + return sc + + +def _summary(de, te, layer): + """Repair signal, redundant stripe excluded: fraction below diagonal + mean CE.""" + keep = np.abs(de) > _REDUNDANT_TOL + if keep.sum() == 0: + return "no non-redundant points" + ce = de[keep] - te[keep] # CE = DE − TE > 0 ⇒ repair + below = float(np.mean(te[keep] < de[keep])) + return ( + f"non-redundant {keep.sum()}/{len(de)} | below-diag {below:.0%} | " + f"mean CE {ce.mean():+.2f}σ | redundant(|DE|≤{_REDUNDANT_TOL}) {int((~keep).sum())}" + ) + + +def main(): + args = _parse_args() + loaded = {} + for model in args.models: + path = args.in_dir / f"de_{model}.json" + if path.exists(): + loaded[model] = json.loads(path.read_text()) + else: + print(f"skip {model}: {path} not found") + if not loaded: + raise SystemExit("no input files found (expected in-dir/de_.json)") + + fig, axes = plt.subplots( + 1, len(loaded), figsize=(4.6 * len(loaded), 4.8), squeeze=False, constrained_layout=True + ) + print(f"\nDE–TE ({args.coord}) — repair signal per model:") + sc = None + for ax, (model, results) in zip(axes[0], loaded.items(), strict=True): + de, te, layer = _points(results, args.coord) + sc = _draw(ax, de, te, layer, _MODEL_LABELS.get(model, model)) + print(f" {model:10s} {_summary(de, te, layer)}") + axes[0][0].set_ylabel("TE (total effect, ablate-and-react)") + fig.colorbar(sc, ax=axes[0], label="layer", shrink=0.8) + fig.suptitle(f"Direct vs total effect · {args.coord} (z-scored per task)", fontweight="bold") + + args.out.parent.mkdir(parents=True, exist_ok=True) + fig.savefig(args.out, dpi=140) + print(f"\nwrote {args.out}") + + +if __name__ == "__main__": + main() diff --git a/scripts/run_direct_effect_sweep.py b/scripts/run_direct_effect_sweep.py new file mode 100644 index 0000000..bede057 --- /dev/null +++ b/scripts/run_direct_effect_sweep.py @@ -0,0 +1,148 @@ +"""Path-patching DE–TE sweep over the TabArena binary tasks (issue #44, Part 1). + +For each dataset: load -> (optional) subsample -> preprocess -> ``direct_total_effect`` +(per-layer DE and TE on the **native head**, same ruler) + ``native_final_auc`` +(the per-dataset normalizer). Dumped to JSON for ``plot_de_te_scatter.py`` (the +Hydra Fig-2c analog). + +DE = path-patching direct effect (取法 B, one clean forward + residual arithmetic); +TE = total effect (ablate-and-react). Default ablation is **resample** (on-manifold); +donors are the other loaded tasks (leave-one-out). Unlike the tuned-decoder sweep, +this reads only the model's own head — no ``weights/`` decoders needed. + + uv run --group eval python scripts/run_direct_effect_sweep.py --model limix_2m + uv run --group eval python scripts/run_direct_effect_sweep.py --model mitra \ + --device cuda --out out/de_mitra.json +""" + +import argparse +import json +from pathlib import Path + +import numpy as np +import torch + +from tfm_lens.evaluation.datasets import TABARENA_BINARY_TASK_IDS, load_tabarena_task +from tfm_lens.evaluation.direct_effect import direct_total_effect +from tfm_lens.evaluation.preprocess import ( + limix_preprocess, + mitra_preprocess, + tabfm_preprocess, + tabicl_preprocess, +) +from tfm_lens.evaluation.self_repair import native_final_auc +from tfm_lens.finetune.__main__ import build_adapter + +SEED = 0 +MODELS = { + "limix_2m": limix_preprocess, + "tabicl_v2": tabicl_preprocess, + "mitra": mitra_preprocess, + "tabfm": tabfm_preprocess, +} + + +def _parse_args(): + p = argparse.ArgumentParser(description=__doc__) + p.add_argument("--model", choices=list(MODELS), default="limix_2m") + p.add_argument("--subsample-train", type=int, default=500, help="max train rows; 0 = all") + p.add_argument("--subsample-test", type=int, default=200, help="max test rows; 0 = all") + p.add_argument("--out", type=Path, default=Path("out/direct_effect.json")) + p.add_argument("--device", default="cpu", help="cpu or cuda (Mitra's full tables need cuda)") + p.add_argument("--tasks", default=None, help="comma-separated task ids; default all 15") + p.add_argument( + "--ablation", choices=["zero", "resample"], default="resample", help="ablation mode" + ) + p.add_argument( + "--n-donors", type=int, default=8, help="resample: donors drawn per target (LOO)" + ) + return p.parse_args() + + +def _subsample(X, y, n): + if n <= 0 or n >= len(X): + return X, y + idx = np.random.RandomState(SEED).choice(len(X), n, replace=False) + return X[idx], y[idx] + + +def _load_record(task_id, preprocess, args): + X_train, y_train, X_test, y_test, cat_idx = load_tabarena_task(task_id) + X_train, y_train = _subsample(X_train, y_train, args.subsample_train) + X_test, y_test = _subsample(X_test, y_test, args.subsample_test) + classes = np.unique(y_train) + y_train = np.searchsorted(classes, y_train) + y_test = np.searchsorted(classes, y_test) + X_train_p, X_test_p = preprocess(X_train, y_train, X_test, cat_idx) + return { + "Xtr": torch.tensor(X_train_p), + "ytr": torch.tensor(y_train).float(), + "Xte": torch.tensor(X_test_p), + "y_test": y_test, + "n_classes": len(classes), + "n_train": int(len(X_train)), + "n_test": int(len(X_test)), + } + + +def main(): + args = _parse_args() + preprocess = MODELS[args.model] + adapter = build_adapter(args.model, None, args.device) # ckpt=None -> download / cache + + task_ids = [int(t) for t in args.tasks.split(",")] if args.tasks else TABARENA_BINARY_TASK_IDS + n_tasks = len(task_ids) + + # Load every task up front — resample needs the others as leave-one-out donors. + records = {} + for task_id in task_ids: + try: + records[task_id] = _load_record(task_id, preprocess, args) + except Exception as exc: # keep going so one bad table can't sink the run + print(f"load task {task_id}: FAILED {type(exc).__name__}: {exc}", flush=True) + + results = {} + for i, (task_id, rec) in enumerate(records.items()): + try: + kw = {} + if args.ablation == "resample": + kw = dict( + ablation="resample", + donor_tables=[ + (r["Xtr"], r["ytr"], r["Xte"]) + for tid, r in records.items() + if tid != task_id + ], + n_donors=args.n_donors, + seed=SEED, + ) + effects = direct_total_effect( + adapter, rec["Xtr"], rec["ytr"], rec["Xte"], rec["y_test"], rec["n_classes"], **kw + ) + native_final = native_final_auc( + adapter, rec["Xtr"], rec["ytr"], rec["Xte"], rec["y_test"], rec["n_classes"] + ) + results[str(task_id)] = { + "effects": effects, + "native_final": native_final, + "n_train": rec["n_train"], + "n_test": rec["n_test"], + } + print( + f"[{i + 1}/{len(records)}] task {task_id} ({args.ablation}): " + f"native AUC {native_final:.3f} | rows {rec['n_train']}+{rec['n_test']}", + flush=True, + ) + except Exception as exc: # keep going so one bad table can't sink the run + print( + f"[{i + 1}/{len(records)}] task {task_id}: FAILED {type(exc).__name__}: {exc}", + flush=True, + ) + + args.out.parent.mkdir(parents=True, exist_ok=True) + args.out.write_text(json.dumps(results, indent=2)) + print(f"wrote {args.out} ({len(results)}/{n_tasks} tasks)") + + +if __name__ == "__main__": + main() diff --git a/src/tfm_lens/evaluation/direct_effect.py b/src/tfm_lens/evaluation/direct_effect.py new file mode 100644 index 0000000..9d65868 --- /dev/null +++ b/src/tfm_lens/evaluation/direct_effect.py @@ -0,0 +1,233 @@ +"""Direct (DE) and total (TE) effect on the **final native head** — path-patching +取法 B (issue #44, Part 1). + +Two rulers for the Hydra DE–TE scatter, both read through the *same* native head +so they're comparable by construction (not per-layer tuned decoders): + +- **DE(m) — path-patching direct effect.** The residual is additive, so freezing + downstream at clean needs *no* per-layer forward: + + r_L^DE(m) = r_L^clean − a_m + ã_m + + One clean forward captures every contribution ``a_m`` (= r_m − r_{m-1}); DE(m) + for all m is residual arithmetic through the TRUE head (``readout`` incl. final + LN with σ recomputed + native decoder). Faithful 取法 B — the head runs on the + whole residual. NOT logit-lens (取法 A = a fixed û on a single layer). + +- **TE(m) — total effect.** Downstream must react → one real forward per m + (``inject_delta`` / ``skip_layer``), read the ablated final residual through the + same native head. + +``ã_m`` (the replacement contribution): zero → 0; resample → a role-matched donor +δ, metric averaged over donors (mirrors ``self_repair._resample_skip``). + +Both effects are reported as the **drop** ``clean − ablated`` on two fixed +coordinates (gt_logit, margin) — the scatter's x (DE) and y (TE). +""" + +import numpy as np +import torch + +from tfm_lens.adapters.base import ModelAdapter +from tfm_lens.core.capture import capture_layers +from tfm_lens.core.interventions import inject_delta, skip_layer +from tfm_lens.core.resample_ablation import build_donor_delta, donor_deltas, layer_deltas +from tfm_lens.evaluation.layerwise import ( + gt_logit_zscore_stats, + layerwise_gt_logit, + layerwise_margin, +) + + +def native_head_logits(adapter, residual, decoder, eval_pos, n_classes): + """Final native head on a residual → ``[n_test, n_classes]`` logits (numpy). + + The **shared ruler** for DE and TE: ``adapter.readout`` (stream/token pick + + final LN, σ recomputed on *this* residual) then the native decoder. 取法 B — + the true head on the whole residual, not a fixed û on one layer's write. + + ``residual`` is in ``residual_of`` coordinates (a Tensor, or a + ``(support, query)`` tuple for Mitra) — exactly what ``readout`` consumes. + """ + with torch.no_grad(): + h = adapter.readout(residual, eval_pos) + z = decoder(h.transpose(0, 1)).transpose(0, 1) if adapter.needs_transpose else decoder(h) + return z[0, :, :n_classes].float().cpu().numpy() + + +def _clone(r): + return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() + + +def _zeros_like(r): + return tuple(torch.zeros_like(t) for t in r) if isinstance(r, tuple) else torch.zeros_like(r) + + +def _swap(r_full, a_m, delta): + """r_full − a_m + delta, per stream (Tensor or ``(support, query)`` tuple).""" + if isinstance(r_full, tuple): + return tuple(r - a + d for r, a, d in zip(r_full, a_m, delta, strict=True)) + return r_full - a_m + delta + + +def _metrics(logits, y_test): + """The two fixed coordinates off one final-head logit array.""" + return { + "gt_logit": layerwise_gt_logit([logits], y_test)[0], + "margin": layerwise_margin([logits], y_test)[0], + } + + +def _drop(clean, ablated): + """Effect = clean − ablated on each coordinate (the scatter value).""" + return {k: clean[k] - ablated[k] for k in clean} + + +def _mean_metrics(per_donor_metrics): + """Average each coordinate over donors.""" + keys = per_donor_metrics[0] + return {k: float(np.mean([d[k] for d in per_donor_metrics])) for k in keys} + + +def direct_total_effect( + adapter: ModelAdapter, + X_train: torch.Tensor, + y_train: torch.Tensor, + X_test: torch.Tensor, + y_test: np.ndarray, + n_classes: int, + ablation: str = "resample", + donor_tables: list[tuple] | None = None, + n_donors: int = 8, + seed: int = 0, +) -> dict: + """Per-layer DE(m) and TE(m) on the native head, for one table. + + Returns:: + + {"clean": {"gt_logit", "margin"}, # final native head, no ablation + "de": {m: {"gt_logit", "margin"}}, # DE(m) = clean − path-patched + "te": {m: {"gt_logit", "margin"}}, # TE(m) = clean − ablate-and-react + "zscore": {"mu", "sigma"}} # cross-task gt_logit normalizer + + DE and TE share one donor draw per (m, donor) → their difference (CE, Part 2) + is a clean pairing. ``ablation``: ``"zero"`` (ã_m := 0) or ``"resample"`` + (needs ``donor_tables``; ã_m := role-matched donor δ, metric averaged). + """ + y_test = np.asarray(y_test) + decoder = adapter.decoder_template() + device = next(decoder.parameters()).device + eval_pos = X_train.shape[0] + X = torch.cat([X_train, X_test], dim=0).unsqueeze(0).to(device) + y = y_train.unsqueeze(0).to(device) + + # One clean forward: contributions a_m, per-layer input residuals (donor shaping), + # final residual r_L, and the clean final-head metrics. + with torch.no_grad(), capture_layers(adapter) as cache: + adapter.forward_frozen(X, y, eval_pos) + contributions = [_clone(d) for d in layer_deltas(adapter, cache)] + target_inputs = [_clone(adapter.residual_of(cache[m])) for m in range(adapter.n_layers)] + r_full = _clone(adapter.residual_of(cache[-1])) + clean_logits = native_head_logits(adapter, r_full, decoder, eval_pos, n_classes) + clean = _metrics(clean_logits, y_test) + mu, sigma = gt_logit_zscore_stats([clean_logits], y_test) + + common = (adapter, decoder, X, y, eval_pos, n_classes, y_test, contributions, r_full) + if ablation == "zero": + de, te = _zero_effects(*common, clean) + elif ablation == "resample": + if not donor_tables: + raise ValueError("resample ablation needs donor_tables (leave-one-out real tables)") + de, te = _resample_effects( + *common, clean, target_inputs, device, donor_tables, n_donors, seed + ) + else: + raise ValueError(f"unknown ablation {ablation!r}; expected 'zero' or 'resample'") + + return {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} + + +def _te_forward(adapter, decoder, X, y, eval_pos, n_classes, y_test, ctx): + """Ablate one layer (``ctx`` = skip_layer/inject_delta), let downstream react, + read the final residual through the native head → TE-side metrics.""" + with torch.no_grad(), ctx, capture_layers(adapter) as cache: + adapter.forward_frozen(X, y, eval_pos) + r_ab = adapter.residual_of(cache[-1]) + logits = native_head_logits(adapter, r_ab, decoder, eval_pos, n_classes) + return _metrics(logits, y_test) + + +def _zero_effects( + adapter, decoder, X, y, eval_pos, n_classes, y_test, contributions, r_full, clean +): + """DE via ã_m := 0 (arithmetic); TE via ``skip_layer`` (real forward).""" + de, te = {}, {} + for m in range(adapter.n_layers): + r_de = _swap(r_full, contributions[m], _zeros_like(contributions[m])) + de_logits = native_head_logits(adapter, r_de, decoder, eval_pos, n_classes) + de[m] = _drop(clean, _metrics(de_logits, y_test)) + te_ablated = _te_forward( + adapter, decoder, X, y, eval_pos, n_classes, y_test, skip_layer(adapter, m) + ) + te[m] = _drop(clean, te_ablated) + return de, te + + +def _resample_effects( + adapter, + decoder, + X, + y, + eval_pos, + n_classes, + y_test, + contributions, + r_full, + clean, + target_inputs, + device, + donor_tables, + n_donors, + seed, +): + """DE and TE under resample: for each donor, build a role-matched δ per layer, + use the **same** δ for DE (arithmetic) and TE (forward), average over donors.""" + k = min(n_donors, len(donor_tables)) + picks = np.random.default_rng(seed).permutation(len(donor_tables))[:k] + + de_donors, te_donors = [], [] # each: {m: {metric: val}} + for di, i in enumerate(picks): + Xd_train, yd_train, Xd_test = donor_tables[i] + eval_pos_d = Xd_train.shape[0] + Xd = torch.cat([Xd_train, Xd_test], dim=0).unsqueeze(0).to(device) + yd = yd_train.unsqueeze(0).to(device) + d_deltas = donor_deltas(adapter, Xd, yd, eval_pos_d) + draw = np.random.default_rng(seed + 1 + di) # per-donor position draw + de_m, te_m = {}, {} + for m in range(adapter.n_layers): + delta = build_donor_delta( + target_inputs[m], d_deltas[m], eval_pos, eval_pos_d, adapter.label_token_index, draw + ) + r_de = _swap(r_full, contributions[m], delta) + de_logits = native_head_logits(adapter, r_de, decoder, eval_pos, n_classes) + de_m[m] = _metrics(de_logits, y_test) + te_m[m] = _te_forward( + adapter, + decoder, + X, + y, + eval_pos, + n_classes, + y_test, + inject_delta(adapter, m, delta), + ) + de_donors.append(de_m) + te_donors.append(te_m) + + de = { + m: _drop(clean, _mean_metrics([d[m] for d in de_donors])) for m in range(adapter.n_layers) + } + te = { + m: _drop(clean, _mean_metrics([d[m] for d in te_donors])) for m in range(adapter.n_layers) + } + return de, te diff --git a/tests/test_direct_effect.py b/tests/test_direct_effect.py new file mode 100644 index 0000000..e18bcdb --- /dev/null +++ b/tests/test_direct_effect.py @@ -0,0 +1,208 @@ +"""Path-patching DE / TE (取法 B) — ``evaluation.direct_effect``. + +Headline invariant: DE's residual **arithmetic** (``r_L − a_m + ã_m``, no +per-layer forward) reproduces a real **frozen-downstream forward** (skip m, pin +every downstream layer to its clean contribution). If those match, the O(1)-forward +shortcut is exact — for any head, any stream layout. + +Also: on a linear head DE collapses to the logit-lens closed form (取法 A == B); +and the resample path runs with the right shape/keys. +""" + +from contextlib import ExitStack + +import numpy as np +import pytest +import torch +import torch.nn as nn + +from tfm_lens.core.capture import capture_layers +from tfm_lens.core.interventions import inject_delta, skip_layer +from tfm_lens.core.resample_ablation import layer_deltas +from tfm_lens.evaluation.direct_effect import direct_total_effect, native_head_logits +from tfm_lens.evaluation.layerwise import layerwise_gt_logit +from toys import ToyAdapter3D, ToyAdapter4D + + +# --- binary, stable-decoder toys (margin is binary-only; head must be one fixed instance) --- +def _binary(cls): + """Subclass a toy so its head is binary and the *same* instance every call + (real adapters return their shared head; the base toy makes a fresh Linear).""" + + class _Bin(cls): + N_CLASSES = 2 + + def __init__(self): + super().__init__() + self._dec = nn.Linear(cls.HIDDEN, 2) + + def decoder_template(self): + return self._dec + + _Bin.__name__ = f"Binary{cls.__name__}" + return _Bin + + +BinaryToy3D = _binary(ToyAdapter3D) +BinaryToy4D = _binary(ToyAdapter4D) + + +class _DoubleBlock(nn.Module): + def __init__(self, hidden): + super().__init__() + self.lin = nn.Linear(hidden, hidden) + + def forward(self, support, query): + return self.lin(support), self.lin(query) + + +class _DoubleBackbone(nn.Module): + def __init__(self, n_layers, hidden): + super().__init__() + self.blocks = nn.ModuleList(_DoubleBlock(hidden) for _ in range(n_layers)) + + def forward(self, support, query): + for blk in self.blocks: + support, query = blk(support, query) + return query + + +class BinaryDoubleStreamToy(ToyAdapter3D): + """Binary double-stream toy (Mitra family): layers take/return (support, query), + readout takes the query stream — exercises the tuple ``_swap`` path.""" + + N_CLASSES = 2 + + def __init__(self): + self.backbone = _DoubleBackbone(self.N_LAYERS, self.HIDDEN) + self._dec = nn.Linear(self.HIDDEN, 2) + + def forward_frozen(self, X, y_train, eval_pos): + with torch.no_grad(): + self.backbone(X[:, :eval_pos], X[:, eval_pos:]) + + def decoder_template(self): + return self._dec + + def readout(self, out, eval_pos): + return out[1] # query stream (already the test rows) + + def identity_forward(self, *args, **kwargs): + return args[0], args[1] + + def residual_of(self, layer_output): + return layer_output[0], layer_output[1] + + def inject_delta_forward(self, donor_delta, *args, **kwargs): + return args[0] + donor_delta[0], args[1] + donor_delta[1] + + +# (make_adapter, per-row input shape) — 3D / 4D / double-stream cover every layout. +_CASES = [ + pytest.param(BinaryToy3D, (ToyAdapter3D.HIDDEN,), id="3d"), + pytest.param(BinaryToy4D, (ToyAdapter4D.TOKENS, ToyAdapter4D.HIDDEN), id="4d"), + pytest.param(BinaryDoubleStreamToy, (ToyAdapter3D.HIDDEN,), id="double_stream"), +] + + +def _inputs(row_shape, n_train=4, n_test=3, seed=0): + g = torch.Generator().manual_seed(seed) + Xtr = torch.randn(n_train, *row_shape, generator=g) + Xte = torch.randn(n_test, *row_shape, generator=g) + ytr = torch.randint(0, 2, (n_train,), generator=g).float() + y_test = torch.randint(0, 2, (n_test,), generator=g).numpy() + return Xtr, ytr, Xte, y_test + + +def _clone(r): + return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() + + +def _frozen_forward_de_logits(adapter, Xtr, ytr, Xte, n_classes, m): + """DE the *slow* way: ablate m (zero), pin every downstream layer to its clean + contribution via ``inject_delta``, run a real forward, read the native head.""" + decoder = adapter.decoder_template() + eval_pos = Xtr.shape[0] + X = torch.cat([Xtr, Xte], dim=0).unsqueeze(0) + y = ytr.unsqueeze(0) + with torch.no_grad(), capture_layers(adapter) as cache: + adapter.forward_frozen(X, y, eval_pos) + contribs = [_clone(d) for d in layer_deltas(adapter, cache)] + with ExitStack() as stack: + stack.enter_context(skip_layer(adapter, m)) # ã_m := 0 + for layer in range(m + 1, adapter.n_layers): + stack.enter_context(inject_delta(adapter, layer, contribs[layer])) # pin to clean + with torch.no_grad(), capture_layers(adapter) as cache2: + adapter.forward_frozen(X, y, eval_pos) + r = adapter.residual_of(cache2[-1]) + return native_head_logits(adapter, r, decoder, eval_pos, n_classes) + + +@pytest.mark.parametrize("make_adapter, row_shape", _CASES) +def test_de_arithmetic_equals_frozen_forward(make_adapter, row_shape): + """The O(1)-forward arithmetic DE == the brute-force frozen-downstream forward.""" + adapter = make_adapter() + Xtr, ytr, Xte, y_test = _inputs(row_shape) + res = direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="zero") + clean_gt = res["clean"]["gt_logit"] + for m in range(adapter.n_layers): + frozen = _frozen_forward_de_logits(adapter, Xtr, ytr, Xte, 2, m) + frozen_gt = layerwise_gt_logit([frozen], y_test)[0] + # DE(m) = clean − ablated; both go through the same head, so this is exact. + assert res["de"][m]["gt_logit"] == pytest.approx(clean_gt - frozen_gt, abs=1e-5) + + +def test_de_matches_logit_lens_on_linear_head(): + """Linear head ⇒ DE(m) = decode(a_m) − decode(0) (bias cancels) = 取法 A.""" + adapter = BinaryToy3D() + Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,)) + decoder = adapter.decoder_template() + eval_pos = Xtr.shape[0] + X = torch.cat([Xtr, Xte], dim=0).unsqueeze(0) + + with torch.no_grad(), capture_layers(adapter) as cache: + adapter.forward_frozen(X, ytr.unsqueeze(0), eval_pos) + contribs = [_clone(d) for d in layer_deltas(adapter, cache)] + + res = direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="zero") + zero_logits = native_head_logits(adapter, torch.zeros_like(contribs[0]), decoder, eval_pos, 2) + zero_gt = layerwise_gt_logit([zero_logits], y_test)[0] + for m in range(adapter.n_layers): + lens_logits = native_head_logits(adapter, contribs[m], decoder, eval_pos, 2) + lens_de = layerwise_gt_logit([lens_logits], y_test)[0] - zero_gt + assert res["de"][m]["gt_logit"] == pytest.approx(lens_de, abs=1e-5) + + +def test_resample_runs_with_shape_and_keys(): + """Resample path: donor tables (other toy tables) → de/te for every layer, + both coordinates, all finite.""" + adapter = BinaryToy3D() + Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,), seed=1) + donor_tables = [ + (dtr, dytr, dte) + for dtr, dytr, dte, _ in (_inputs((ToyAdapter3D.HIDDEN,), seed=s) for s in (2, 3, 4)) + ] + res = direct_total_effect( + adapter, + Xtr, + ytr, + Xte, + y_test, + 2, + ablation="resample", + donor_tables=donor_tables, + n_donors=3, + seed=0, + ) + for effect in ("de", "te"): + assert set(res[effect]) == set(range(adapter.n_layers)) + for m in range(adapter.n_layers): + for coord in ("gt_logit", "margin"): + assert np.isfinite(res[effect][m][coord]) + + +def test_resample_needs_donor_tables(): + adapter = BinaryToy3D() + Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,)) + with pytest.raises(ValueError, match="donor_tables"): + direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="resample") From df5077f51357427c7a675a08bc6a51513ecdea93 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Tue, 4 Aug 2026 13:24:48 +0300 Subject: [PATCH 02/13] refactor(direct-effect): address PR #45 review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - rename for readability: native_head_logits -> final_decoder_logits, _swap -> patched_residual; descriptive vars (clean_contributions / clean_residual / replacement); unify "head" -> "decoder"; document a_m = clean write r_m - r_{m-1}. - drop zero ablation entirely (module + sweep + tests) — resample only, as agreed. - dedup: move clone_residual to utils (was self_repair._clone_residual); factor native_final_logits out of native_final_auc so TE reuses it instead of a bespoke forward (_te_forward deleted). - add type hints (Residual / Coords aliases, signatures + returns). Tests rewritten to the primitive-level invariant with an arbitrary replacement ã_m (no zero): patched_residual == frozen-downstream forward (3D / 4D / double-stream), plus the linear-head 取法 A == B identity. Re-smoked on LimiX-2M end-to-end. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_de_te_scatter.py | 2 +- scripts/run_direct_effect_sweep.py | 38 ++-- src/tfm_lens/evaluation/direct_effect.py | 229 +++++++++-------------- src/tfm_lens/evaluation/self_repair.py | 30 ++- src/tfm_lens/utils.py | 6 + tests/test_direct_effect.py | 135 ++++++------- 6 files changed, 207 insertions(+), 233 deletions(-) diff --git a/scripts/plot_de_te_scatter.py b/scripts/plot_de_te_scatter.py index 90dbc8d..10f9864 100644 --- a/scripts/plot_de_te_scatter.py +++ b/scripts/plot_de_te_scatter.py @@ -1,6 +1,6 @@ """D1 — the DE–TE scatter (Hydra Fig 2c analog), from ``run_direct_effect_sweep.py``. -Each point = one (layer, dataset). Axes (both through the native head, same ruler): +Each point = one (layer, dataset). Axes (both through the native decoder, same ruler): - x = DE (direct effect, path-patching 取法 B) - y = TE (total effect, ablate-and-react) diff --git a/scripts/run_direct_effect_sweep.py b/scripts/run_direct_effect_sweep.py index bede057..768b8d2 100644 --- a/scripts/run_direct_effect_sweep.py +++ b/scripts/run_direct_effect_sweep.py @@ -1,14 +1,14 @@ """Path-patching DE–TE sweep over the TabArena binary tasks (issue #44, Part 1). For each dataset: load -> (optional) subsample -> preprocess -> ``direct_total_effect`` -(per-layer DE and TE on the **native head**, same ruler) + ``native_final_auc`` +(per-layer DE and TE on the **native decoder**, same ruler) + ``native_final_auc`` (the per-dataset normalizer). Dumped to JSON for ``plot_de_te_scatter.py`` (the Hydra Fig-2c analog). DE = path-patching direct effect (取法 B, one clean forward + residual arithmetic); -TE = total effect (ablate-and-react). Default ablation is **resample** (on-manifold); -donors are the other loaded tasks (leave-one-out). Unlike the tuned-decoder sweep, -this reads only the model's own head — no ``weights/`` decoders needed. +TE = total effect (ablate-and-react). Ablation is **resample** (on-manifold); donors +are the other loaded tasks (leave-one-out). Unlike the tuned-decoder sweep, this reads +only the model's own decoder — no ``weights/`` decoders needed. uv run --group eval python scripts/run_direct_effect_sweep.py --model limix_2m uv run --group eval python scripts/run_direct_effect_sweep.py --model mitra \ @@ -50,9 +50,6 @@ def _parse_args(): p.add_argument("--out", type=Path, default=Path("out/direct_effect.json")) p.add_argument("--device", default="cpu", help="cpu or cuda (Mitra's full tables need cuda)") p.add_argument("--tasks", default=None, help="comma-separated task ids; default all 15") - p.add_argument( - "--ablation", choices=["zero", "resample"], default="resample", help="ablation mode" - ) p.add_argument( "--n-donors", type=int, default=8, help="resample: donors drawn per target (LOO)" ) @@ -104,20 +101,19 @@ def main(): results = {} for i, (task_id, rec) in enumerate(records.items()): try: - kw = {} - if args.ablation == "resample": - kw = dict( - ablation="resample", - donor_tables=[ - (r["Xtr"], r["ytr"], r["Xte"]) - for tid, r in records.items() - if tid != task_id - ], - n_donors=args.n_donors, - seed=SEED, - ) + donor_tables = [ + (r["Xtr"], r["ytr"], r["Xte"]) for tid, r in records.items() if tid != task_id + ] effects = direct_total_effect( - adapter, rec["Xtr"], rec["ytr"], rec["Xte"], rec["y_test"], rec["n_classes"], **kw + adapter, + rec["Xtr"], + rec["ytr"], + rec["Xte"], + rec["y_test"], + rec["n_classes"], + donor_tables=donor_tables, + n_donors=args.n_donors, + seed=SEED, ) native_final = native_final_auc( adapter, rec["Xtr"], rec["ytr"], rec["Xte"], rec["y_test"], rec["n_classes"] @@ -129,7 +125,7 @@ def main(): "n_test": rec["n_test"], } print( - f"[{i + 1}/{len(records)}] task {task_id} ({args.ablation}): " + f"[{i + 1}/{len(records)}] task {task_id}: " f"native AUC {native_final:.3f} | rows {rec['n_train']}+{rec['n_test']}", flush=True, ) diff --git a/src/tfm_lens/evaluation/direct_effect.py b/src/tfm_lens/evaluation/direct_effect.py index 9d65868..bee3a97 100644 --- a/src/tfm_lens/evaluation/direct_effect.py +++ b/src/tfm_lens/evaluation/direct_effect.py @@ -1,50 +1,62 @@ -"""Direct (DE) and total (TE) effect on the **final native head** — path-patching +"""Direct (DE) and total (TE) effect on the **final decoder** — path-patching 取法 B (issue #44, Part 1). -Two rulers for the Hydra DE–TE scatter, both read through the *same* native head -so they're comparable by construction (not per-layer tuned decoders): +Two rulers for the Hydra DE–TE scatter, both read through the *same* native decoder +so they're comparable by construction (not per-layer fine-tuned decoders): - **DE(m) — path-patching direct effect.** The residual is additive, so freezing downstream at clean needs *no* per-layer forward: r_L^DE(m) = r_L^clean − a_m + ã_m - One clean forward captures every contribution ``a_m`` (= r_m − r_{m-1}); DE(m) - for all m is residual arithmetic through the TRUE head (``readout`` incl. final - LN with σ recomputed + native decoder). Faithful 取法 B — the head runs on the - whole residual. NOT logit-lens (取法 A = a fixed û on a single layer). + ``a_m`` = the clean contribution layer m writes into the residual (r_m − r_{m-1}); + ``ã_m`` = what the ablation writes instead. One clean forward captures every + ``a_m``; DE(m) for all m is residual arithmetic through the TRUE decoder + (``readout`` incl. final LN with σ recomputed + native decoder). Faithful 取法 B — + the decoder runs on the whole residual, NOT a fixed û on a single layer (取法 A). - **TE(m) — total effect.** Downstream must react → one real forward per m - (``inject_delta`` / ``skip_layer``), read the ablated final residual through the - same native head. + (``inject_delta``), read the final layer through the same native decoder + (reuses ``self_repair.native_final_logits``). -``ã_m`` (the replacement contribution): zero → 0; resample → a role-matched donor -δ, metric averaged over donors (mirrors ``self_repair._resample_skip``). - -Both effects are reported as the **drop** ``clean − ablated`` on two fixed -coordinates (gt_logit, margin) — the scatter's x (DE) and y (TE). +Ablation is **resample**: ``ã_m`` = a role-matched donor δ, metric averaged over +donors (reusing the #35 machinery). Both effects are the **drop** ``clean − ablated`` +on two fixed coordinates (gt_logit, margin) — the scatter's x (DE) and y (TE). """ import numpy as np import torch +import torch.nn as nn from tfm_lens.adapters.base import ModelAdapter from tfm_lens.core.capture import capture_layers -from tfm_lens.core.interventions import inject_delta, skip_layer +from tfm_lens.core.interventions import inject_delta from tfm_lens.core.resample_ablation import build_donor_delta, donor_deltas, layer_deltas from tfm_lens.evaluation.layerwise import ( gt_logit_zscore_stats, layerwise_gt_logit, layerwise_margin, ) +from tfm_lens.evaluation.self_repair import native_final_logits +from tfm_lens.utils import clone_residual + +# A residual stream: a Tensor, or a ``(support, query)`` pair for double-stream models. +Residual = torch.Tensor | tuple[torch.Tensor, ...] +Coords = dict[str, float] # the two scatter axes, keyed {"gt_logit", "margin"} -def native_head_logits(adapter, residual, decoder, eval_pos, n_classes): - """Final native head on a residual → ``[n_test, n_classes]`` logits (numpy). +def final_decoder_logits( + adapter: ModelAdapter, + residual: Residual, + decoder: nn.Module, + eval_pos: int, + n_classes: int, +) -> np.ndarray: + """The native decoder on a residual → ``[n_test, n_classes]`` logits (numpy). The **shared ruler** for DE and TE: ``adapter.readout`` (stream/token pick + - final LN, σ recomputed on *this* residual) then the native decoder. 取法 B — - the true head on the whole residual, not a fixed û on one layer's write. + final LN, σ recomputed on *this* residual) then the native decoder. 取法 B — the + true decoder on the whole residual, not a fixed û on one layer's write. ``residual`` is in ``residual_of`` coordinates (a Tensor, or a ``(support, query)`` tuple for Mitra) — exactly what ``readout`` consumes. @@ -55,38 +67,40 @@ def native_head_logits(adapter, residual, decoder, eval_pos, n_classes): return z[0, :, :n_classes].float().cpu().numpy() -def _clone(r): - return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() - - -def _zeros_like(r): - return tuple(torch.zeros_like(t) for t in r) if isinstance(r, tuple) else torch.zeros_like(r) +def patched_residual( + clean_residual: Residual, clean_contribution: Residual, replacement: Residual +) -> Residual: + """The final residual with layer m's write swapped: ``r_L − a_m + ã_m`` (per stream). - -def _swap(r_full, a_m, delta): - """r_full − a_m + delta, per stream (Tensor or ``(support, query)`` tuple).""" - if isinstance(r_full, tuple): - return tuple(r - a + d for r, a, d in zip(r_full, a_m, delta, strict=True)) - return r_full - a_m + delta + - ``clean_residual`` (r_L) — already holds upstream + the frozen-clean downstream writes. + - ``clean_contribution`` (a_m) — what layer m actually wrote (r_m − r_{m-1}); removed. + - ``replacement`` (ã_m) — what the ablation writes instead; added. + """ + if isinstance(clean_residual, tuple): + return tuple( + r - a + d + for r, a, d in zip(clean_residual, clean_contribution, replacement, strict=True) + ) + return clean_residual - clean_contribution + replacement -def _metrics(logits, y_test): - """The two fixed coordinates off one final-head logit array.""" +def _coords(logits: np.ndarray, y_test: np.ndarray) -> Coords: + """The two scatter axes off one final-decoder logit array. The metric math is + reused from ``layerwise_*``; this only bundles gt_logit (x) + margin (y).""" return { "gt_logit": layerwise_gt_logit([logits], y_test)[0], "margin": layerwise_margin([logits], y_test)[0], } -def _drop(clean, ablated): - """Effect = clean − ablated on each coordinate (the scatter value).""" +def _effect(clean: Coords, ablated: Coords) -> Coords: + """Effect = clean − ablated per coordinate (the scatter value).""" return {k: clean[k] - ablated[k] for k in clean} -def _mean_metrics(per_donor_metrics): +def _mean_coords(per_donor: list[Coords]) -> Coords: """Average each coordinate over donors.""" - keys = per_donor_metrics[0] - return {k: float(np.mean([d[k] for d in per_donor_metrics])) for k in keys} + return {k: float(np.mean([c[k] for c in per_donor])) for k in per_donor[0]} def direct_total_effect( @@ -96,24 +110,26 @@ def direct_total_effect( X_test: torch.Tensor, y_test: np.ndarray, n_classes: int, - ablation: str = "resample", - donor_tables: list[tuple] | None = None, + donor_tables: list[tuple], n_donors: int = 8, seed: int = 0, ) -> dict: - """Per-layer DE(m) and TE(m) on the native head, for one table. + """Per-layer DE(m) and TE(m) on the native decoder, for one table (resample ablation). Returns:: - {"clean": {"gt_logit", "margin"}, # final native head, no ablation + {"clean": {"gt_logit", "margin"}, # final decoder, no ablation "de": {m: {"gt_logit", "margin"}}, # DE(m) = clean − path-patched "te": {m: {"gt_logit", "margin"}}, # TE(m) = clean − ablate-and-react "zscore": {"mu", "sigma"}} # cross-task gt_logit normalizer - DE and TE share one donor draw per (m, donor) → their difference (CE, Part 2) - is a clean pairing. ``ablation``: ``"zero"`` (ã_m := 0) or ``"resample"`` - (needs ``donor_tables``; ã_m := role-matched donor δ, metric averaged). + DE and TE share one donor draw per (m, donor) → their difference (CE, Part 2) is a + clean pairing. ``donor_tables`` = leave-one-out real tables; ``ã_m`` = a role-matched + donor δ, metric averaged over ``n_donors`` draws. """ + if not donor_tables: + raise ValueError("resample ablation needs donor_tables (leave-one-out real tables)") + y_test = np.asarray(y_test) decoder = adapter.decoder_template() device = next(decoder.parameters()).device @@ -121,113 +137,54 @@ def direct_total_effect( X = torch.cat([X_train, X_test], dim=0).unsqueeze(0).to(device) y = y_train.unsqueeze(0).to(device) - # One clean forward: contributions a_m, per-layer input residuals (donor shaping), - # final residual r_L, and the clean final-head metrics. + # One clean forward: clean contributions a_m, per-layer input residuals (donor + # shaping), the final residual r_L, and the clean coordinates. with torch.no_grad(), capture_layers(adapter) as cache: adapter.forward_frozen(X, y, eval_pos) - contributions = [_clone(d) for d in layer_deltas(adapter, cache)] - target_inputs = [_clone(adapter.residual_of(cache[m])) for m in range(adapter.n_layers)] - r_full = _clone(adapter.residual_of(cache[-1])) - clean_logits = native_head_logits(adapter, r_full, decoder, eval_pos, n_classes) - clean = _metrics(clean_logits, y_test) + clean_contributions = [clone_residual(d) for d in layer_deltas(adapter, cache)] + target_inputs = [ + clone_residual(adapter.residual_of(cache[m])) for m in range(adapter.n_layers) + ] + clean_residual = clone_residual(adapter.residual_of(cache[-1])) + clean_logits = final_decoder_logits(adapter, clean_residual, decoder, eval_pos, n_classes) + clean = _coords(clean_logits, y_test) mu, sigma = gt_logit_zscore_stats([clean_logits], y_test) - common = (adapter, decoder, X, y, eval_pos, n_classes, y_test, contributions, r_full) - if ablation == "zero": - de, te = _zero_effects(*common, clean) - elif ablation == "resample": - if not donor_tables: - raise ValueError("resample ablation needs donor_tables (leave-one-out real tables)") - de, te = _resample_effects( - *common, clean, target_inputs, device, donor_tables, n_donors, seed - ) - else: - raise ValueError(f"unknown ablation {ablation!r}; expected 'zero' or 'resample'") - - return {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} - - -def _te_forward(adapter, decoder, X, y, eval_pos, n_classes, y_test, ctx): - """Ablate one layer (``ctx`` = skip_layer/inject_delta), let downstream react, - read the final residual through the native head → TE-side metrics.""" - with torch.no_grad(), ctx, capture_layers(adapter) as cache: - adapter.forward_frozen(X, y, eval_pos) - r_ab = adapter.residual_of(cache[-1]) - logits = native_head_logits(adapter, r_ab, decoder, eval_pos, n_classes) - return _metrics(logits, y_test) - - -def _zero_effects( - adapter, decoder, X, y, eval_pos, n_classes, y_test, contributions, r_full, clean -): - """DE via ã_m := 0 (arithmetic); TE via ``skip_layer`` (real forward).""" - de, te = {}, {} - for m in range(adapter.n_layers): - r_de = _swap(r_full, contributions[m], _zeros_like(contributions[m])) - de_logits = native_head_logits(adapter, r_de, decoder, eval_pos, n_classes) - de[m] = _drop(clean, _metrics(de_logits, y_test)) - te_ablated = _te_forward( - adapter, decoder, X, y, eval_pos, n_classes, y_test, skip_layer(adapter, m) - ) - te[m] = _drop(clean, te_ablated) - return de, te - - -def _resample_effects( - adapter, - decoder, - X, - y, - eval_pos, - n_classes, - y_test, - contributions, - r_full, - clean, - target_inputs, - device, - donor_tables, - n_donors, - seed, -): - """DE and TE under resample: for each donor, build a role-matched δ per layer, - use the **same** δ for DE (arithmetic) and TE (forward), average over donors.""" k = min(n_donors, len(donor_tables)) picks = np.random.default_rng(seed).permutation(len(donor_tables))[:k] - de_donors, te_donors = [], [] # each: {m: {metric: val}} + de_donors: list[dict[int, Coords]] = [] + te_donors: list[dict[int, Coords]] = [] for di, i in enumerate(picks): Xd_train, yd_train, Xd_test = donor_tables[i] eval_pos_d = Xd_train.shape[0] Xd = torch.cat([Xd_train, Xd_test], dim=0).unsqueeze(0).to(device) yd = yd_train.unsqueeze(0).to(device) - d_deltas = donor_deltas(adapter, Xd, yd, eval_pos_d) + donor_layer_deltas = donor_deltas(adapter, Xd, yd, eval_pos_d) draw = np.random.default_rng(seed + 1 + di) # per-donor position draw - de_m, te_m = {}, {} + de_m: dict[int, Coords] = {} + te_m: dict[int, Coords] = {} for m in range(adapter.n_layers): - delta = build_donor_delta( - target_inputs[m], d_deltas[m], eval_pos, eval_pos_d, adapter.label_token_index, draw - ) - r_de = _swap(r_full, contributions[m], delta) - de_logits = native_head_logits(adapter, r_de, decoder, eval_pos, n_classes) - de_m[m] = _metrics(de_logits, y_test) - te_m[m] = _te_forward( - adapter, - decoder, - X, - y, + replacement = build_donor_delta( + target_inputs[m], + donor_layer_deltas[m], eval_pos, - n_classes, - y_test, - inject_delta(adapter, m, delta), + eval_pos_d, + adapter.label_token_index, + draw, ) + # DE: arithmetic — swap m's write, read the native decoder (取法 B). + r_patched = patched_residual(clean_residual, clean_contributions[m], replacement) + de_logits = final_decoder_logits(adapter, r_patched, decoder, eval_pos, n_classes) + de_m[m] = _coords(de_logits, y_test) + # TE: real forward, m ablated + downstream free; same native decoder. + with inject_delta(adapter, m, replacement): + te_logits = native_final_logits(adapter, X_train, y_train, X_test, n_classes) + te_m[m] = _coords(te_logits, y_test) de_donors.append(de_m) te_donors.append(te_m) - de = { - m: _drop(clean, _mean_metrics([d[m] for d in de_donors])) for m in range(adapter.n_layers) - } - te = { - m: _drop(clean, _mean_metrics([d[m] for d in te_donors])) for m in range(adapter.n_layers) - } - return de, te + layers = range(adapter.n_layers) + de = {m: _effect(clean, _mean_coords([d[m] for d in de_donors])) for m in layers} + te = {m: _effect(clean, _mean_coords([d[m] for d in te_donors])) for m in layers} + return {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} diff --git a/src/tfm_lens/evaluation/self_repair.py b/src/tfm_lens/evaluation/self_repair.py index 992a7dc..0731656 100644 --- a/src/tfm_lens/evaluation/self_repair.py +++ b/src/tfm_lens/evaluation/self_repair.py @@ -21,9 +21,26 @@ layerwise_auc, layerwise_gt_logit, layerwise_margin, - predict_layers, predict_layers_logits, ) +from tfm_lens.utils import clone_residual + + +def native_final_logits( + adapter: ModelAdapter, + X_train: torch.Tensor, + y_train: torch.Tensor, + X_test: torch.Tensor, + n_classes: int, +) -> np.ndarray: + """The model's own decoder on the **final** layer → ``[n_test, n_classes]`` logits. + + The native readout (distinct from the fine-tuned probes) — the ruler the DE/TE + scatter uses. Wrap the call in a ``skip_layer`` / ``inject_delta`` context to read + it under ablation. + """ + native = [adapter.decoder_template()] * (adapter.n_layers + 1) + return predict_layers_logits(adapter, native, X_train, y_train, X_test, n_classes)[-1] def native_final_auc( @@ -36,9 +53,8 @@ def native_final_auc( ) -> float: """AUC of the model's own decoder on the final layer — the paper's 'main' score (used for normalization and final_diff; distinct from the fine-tuned probes).""" - native = [adapter.decoder_template()] * (adapter.n_layers + 1) - probs = predict_layers(adapter, native, X_train, y_train, X_test, n_classes) - return layerwise_auc([probs[-1]], y_test)[0] + logits = native_final_logits(adapter, X_train, y_train, X_test, n_classes) + return layerwise_auc([softmax(logits, axis=1)], y_test)[0] def ablation_diffs( @@ -150,10 +166,6 @@ def _logits(): return {"baseline": baseline, "skip": skip, "zscore": {"mu": mu, "sigma": sigma}} -def _clone_residual(r): - return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() - - def _target_residuals(adapter, decoders, X_train, y_train, X_test): """Clean per-layer *input* residuals of the target forward — the shape + row-split the donor draw fills against (values unused). One extra forward per task.""" @@ -163,7 +175,7 @@ def _target_residuals(adapter, decoders, X_train, y_train, X_test): y = y_train.unsqueeze(0).to(device) with torch.no_grad(), capture_layers(adapter) as cache: adapter.forward_frozen(X, y, eval_pos) - return [_clone_residual(adapter.residual_of(cache[m])) for m in range(adapter.n_layers)] + return [clone_residual(adapter.residual_of(cache[m])) for m in range(adapter.n_layers)] def _average_over_donors(per_donor: list[dict], n_layers: int) -> dict: diff --git a/src/tfm_lens/utils.py b/src/tfm_lens/utils.py index be64a2a..dff070f 100644 --- a/src/tfm_lens/utils.py +++ b/src/tfm_lens/utils.py @@ -14,3 +14,9 @@ def seed_everything(seed: int) -> None: random.seed(seed) np.random.seed(seed) torch.manual_seed(seed) + + +def clone_residual(r: "torch.Tensor | tuple"): + """Clone a residual, preserving stream structure — a Tensor, or a + ``(support, query)`` tuple for double-stream models (Mitra).""" + return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() diff --git a/tests/test_direct_effect.py b/tests/test_direct_effect.py index e18bcdb..d0b7074 100644 --- a/tests/test_direct_effect.py +++ b/tests/test_direct_effect.py @@ -1,12 +1,12 @@ """Path-patching DE / TE (取法 B) — ``evaluation.direct_effect``. -Headline invariant: DE's residual **arithmetic** (``r_L − a_m + ã_m``, no -per-layer forward) reproduces a real **frozen-downstream forward** (skip m, pin -every downstream layer to its clean contribution). If those match, the O(1)-forward -shortcut is exact — for any head, any stream layout. +Headline invariant: the DE **arithmetic** ``patched_residual`` (``r_L − a_m + ã_m``, +no per-layer forward) reproduces a real **frozen-downstream forward** (ablate m to +ã_m, pin every downstream layer to its clean contribution). Holds for *any* ã_m, any +head, any stream layout ⇒ the O(1)-forward shortcut is exact. -Also: on a linear head DE collapses to the logit-lens closed form (取法 A == B); -and the resample path runs with the right shape/keys. +Also: on a linear head DE collapses to the logit-lens closed form (取法 A == B); and +the resample sweep runs with the right shape/keys. """ from contextlib import ExitStack @@ -17,17 +17,21 @@ import torch.nn as nn from tfm_lens.core.capture import capture_layers -from tfm_lens.core.interventions import inject_delta, skip_layer +from tfm_lens.core.interventions import inject_delta from tfm_lens.core.resample_ablation import layer_deltas -from tfm_lens.evaluation.direct_effect import direct_total_effect, native_head_logits -from tfm_lens.evaluation.layerwise import layerwise_gt_logit +from tfm_lens.evaluation.direct_effect import ( + direct_total_effect, + final_decoder_logits, + patched_residual, +) +from tfm_lens.utils import clone_residual from toys import ToyAdapter3D, ToyAdapter4D -# --- binary, stable-decoder toys (margin is binary-only; head must be one fixed instance) --- +# --- binary, stable-decoder toys (margin is binary-only; decoder must be one fixed instance) --- def _binary(cls): - """Subclass a toy so its head is binary and the *same* instance every call - (real adapters return their shared head; the base toy makes a fresh Linear).""" + """Subclass a toy so its decoder is binary and the *same* instance every call + (real adapters return their shared decoder; the base toy makes a fresh Linear).""" class _Bin(cls): N_CLASSES = 2 @@ -69,7 +73,7 @@ def forward(self, support, query): class BinaryDoubleStreamToy(ToyAdapter3D): """Binary double-stream toy (Mitra family): layers take/return (support, query), - readout takes the query stream — exercises the tuple ``_swap`` path.""" + readout takes the query stream — exercises the tuple ``patched_residual`` path.""" N_CLASSES = 2 @@ -114,86 +118,85 @@ def _inputs(row_shape, n_train=4, n_test=3, seed=0): return Xtr, ytr, Xte, y_test -def _clone(r): - return tuple(t.clone() for t in r) if isinstance(r, tuple) else r.clone() +def _rand_like(r, gen): + """An arbitrary replacement ã_m shaped like a residual (Tensor or stream tuple).""" + if isinstance(r, tuple): + return tuple(torch.randn(t.shape, generator=gen) for t in r) + return torch.randn(r.shape, generator=gen) -def _frozen_forward_de_logits(adapter, Xtr, ytr, Xte, n_classes, m): - """DE the *slow* way: ablate m (zero), pin every downstream layer to its clean - contribution via ``inject_delta``, run a real forward, read the native head.""" - decoder = adapter.decoder_template() +def _clean_forward(adapter, Xtr, ytr, Xte): + """Clean per-layer contributions a_m + final residual r_L, off one forward.""" eval_pos = Xtr.shape[0] X = torch.cat([Xtr, Xte], dim=0).unsqueeze(0) - y = ytr.unsqueeze(0) with torch.no_grad(), capture_layers(adapter) as cache: - adapter.forward_frozen(X, y, eval_pos) - contribs = [_clone(d) for d in layer_deltas(adapter, cache)] + adapter.forward_frozen(X, ytr.unsqueeze(0), eval_pos) + contribs = [clone_residual(d) for d in layer_deltas(adapter, cache)] + r_full = clone_residual(adapter.residual_of(cache[-1])) + return X, ytr.unsqueeze(0), eval_pos, contribs, r_full + + +def _frozen_forward_logits(adapter, X, y, eval_pos, decoder, m, replacement, contribs, n_classes): + """DE the *slow* way: ablate m to ``replacement``, pin every downstream layer to + its clean contribution, run a real forward, read the native decoder.""" with ExitStack() as stack: - stack.enter_context(skip_layer(adapter, m)) # ã_m := 0 + stack.enter_context(inject_delta(adapter, m, replacement)) for layer in range(m + 1, adapter.n_layers): - stack.enter_context(inject_delta(adapter, layer, contribs[layer])) # pin to clean - with torch.no_grad(), capture_layers(adapter) as cache2: + stack.enter_context(inject_delta(adapter, layer, contribs[layer])) + with torch.no_grad(), capture_layers(adapter) as cache: adapter.forward_frozen(X, y, eval_pos) - r = adapter.residual_of(cache2[-1]) - return native_head_logits(adapter, r, decoder, eval_pos, n_classes) + r = adapter.residual_of(cache[-1]) + return final_decoder_logits(adapter, r, decoder, eval_pos, n_classes) @pytest.mark.parametrize("make_adapter, row_shape", _CASES) -def test_de_arithmetic_equals_frozen_forward(make_adapter, row_shape): - """The O(1)-forward arithmetic DE == the brute-force frozen-downstream forward.""" +def test_patched_residual_equals_frozen_forward(make_adapter, row_shape): + """The O(1)-forward arithmetic == the brute-force frozen-downstream forward, for + an arbitrary replacement ã_m.""" adapter = make_adapter() - Xtr, ytr, Xte, y_test = _inputs(row_shape) - res = direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="zero") - clean_gt = res["clean"]["gt_logit"] + Xtr, ytr, Xte, _ = _inputs(row_shape) + decoder = adapter.decoder_template() + X, y, eval_pos, contribs, r_full = _clean_forward(adapter, Xtr, ytr, Xte) + gen = torch.Generator().manual_seed(1) for m in range(adapter.n_layers): - frozen = _frozen_forward_de_logits(adapter, Xtr, ytr, Xte, 2, m) - frozen_gt = layerwise_gt_logit([frozen], y_test)[0] - # DE(m) = clean − ablated; both go through the same head, so this is exact. - assert res["de"][m]["gt_logit"] == pytest.approx(clean_gt - frozen_gt, abs=1e-5) + replacement = _rand_like(contribs[m], gen) + arith = final_decoder_logits( + adapter, patched_residual(r_full, contribs[m], replacement), decoder, eval_pos, 2 + ) + frozen = _frozen_forward_logits( + adapter, X, y, eval_pos, decoder, m, replacement, contribs, 2 + ) + np.testing.assert_allclose(arith, frozen, atol=1e-5) def test_de_matches_logit_lens_on_linear_head(): - """Linear head ⇒ DE(m) = decode(a_m) − decode(0) (bias cancels) = 取法 A.""" + """Linear head ⇒ clean − patched = decode(a_m − ã_m) − decode(0) (bias cancels) = 取法 A.""" adapter = BinaryToy3D() - Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,)) + Xtr, ytr, Xte, _ = _inputs((ToyAdapter3D.HIDDEN,)) decoder = adapter.decoder_template() - eval_pos = Xtr.shape[0] - X = torch.cat([Xtr, Xte], dim=0).unsqueeze(0) - - with torch.no_grad(), capture_layers(adapter) as cache: - adapter.forward_frozen(X, ytr.unsqueeze(0), eval_pos) - contribs = [_clone(d) for d in layer_deltas(adapter, cache)] - - res = direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="zero") - zero_logits = native_head_logits(adapter, torch.zeros_like(contribs[0]), decoder, eval_pos, 2) - zero_gt = layerwise_gt_logit([zero_logits], y_test)[0] + _, _, eval_pos, contribs, r_full = _clean_forward(adapter, Xtr, ytr, Xte) + clean_logits = final_decoder_logits(adapter, r_full, decoder, eval_pos, 2) + zero_logits = final_decoder_logits(adapter, torch.zeros_like(contribs[0]), decoder, eval_pos, 2) + gen = torch.Generator().manual_seed(2) for m in range(adapter.n_layers): - lens_logits = native_head_logits(adapter, contribs[m], decoder, eval_pos, 2) - lens_de = layerwise_gt_logit([lens_logits], y_test)[0] - zero_gt - assert res["de"][m]["gt_logit"] == pytest.approx(lens_de, abs=1e-5) + replacement = _rand_like(contribs[m], gen) + patched = final_decoder_logits( + adapter, patched_residual(r_full, contribs[m], replacement), decoder, eval_pos, 2 + ) + lens = final_decoder_logits(adapter, contribs[m] - replacement, decoder, eval_pos, 2) + np.testing.assert_allclose(clean_logits - patched, lens - zero_logits, atol=1e-5) def test_resample_runs_with_shape_and_keys(): - """Resample path: donor tables (other toy tables) → de/te for every layer, - both coordinates, all finite.""" + """Resample sweep: donor tables (other toy tables) → de/te for every layer, both + coordinates, all finite.""" adapter = BinaryToy3D() Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,), seed=1) donor_tables = [ (dtr, dytr, dte) for dtr, dytr, dte, _ in (_inputs((ToyAdapter3D.HIDDEN,), seed=s) for s in (2, 3, 4)) ] - res = direct_total_effect( - adapter, - Xtr, - ytr, - Xte, - y_test, - 2, - ablation="resample", - donor_tables=donor_tables, - n_donors=3, - seed=0, - ) + res = direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, donor_tables, n_donors=3, seed=0) for effect in ("de", "te"): assert set(res[effect]) == set(range(adapter.n_layers)) for m in range(adapter.n_layers): @@ -205,4 +208,4 @@ def test_resample_needs_donor_tables(): adapter = BinaryToy3D() Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,)) with pytest.raises(ValueError, match="donor_tables"): - direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, ablation="resample") + direct_total_effect(adapter, Xtr, ytr, Xte, y_test, 2, donor_tables=[]) From 13e2e2bda45783004bdb811601c346cacebd4f07 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Tue, 4 Aug 2026 15:32:19 +0300 Subject: [PATCH 03/13] refactor(direct-effect): second review pass (PR #45) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit - naming: Coords -> MetricPair, _coords -> _metric_pair, _effect -> _drop_from_clean, _mean_coords -> _mean_over_donors (more specific names per review). - English: translate the remaining 取法 A/B -> method A/B across module, scripts, tests. - dedup: move the duplicated _subsample / _load_record out of both sweep scripts into evaluation/datasets.py as subsample() + load_task_record(); scripts import them. Re-smoked on LimiX-2M end-to-end; ruff + affected tests green. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_de_te_scatter.py | 2 +- scripts/run_direct_effect_sweep.py | 37 +++------------------- scripts/run_self_repair_sweep.py | 39 +++--------------------- src/tfm_lens/evaluation/datasets.py | 35 +++++++++++++++++++++ src/tfm_lens/evaluation/direct_effect.py | 39 ++++++++++++------------ tests/test_direct_effect.py | 6 ++-- 6 files changed, 68 insertions(+), 90 deletions(-) diff --git a/scripts/plot_de_te_scatter.py b/scripts/plot_de_te_scatter.py index 10f9864..eb43000 100644 --- a/scripts/plot_de_te_scatter.py +++ b/scripts/plot_de_te_scatter.py @@ -2,7 +2,7 @@ Each point = one (layer, dataset). Axes (both through the native decoder, same ruler): -- x = DE (direct effect, path-patching 取法 B) +- x = DE (direct effect, path-patching (method B)) - y = TE (total effect, ablate-and-react) Read on gt_logit, z-scored per task by its clean-baseline σ (Hydra's logit units) so diff --git a/scripts/run_direct_effect_sweep.py b/scripts/run_direct_effect_sweep.py index 768b8d2..73d1d6c 100644 --- a/scripts/run_direct_effect_sweep.py +++ b/scripts/run_direct_effect_sweep.py @@ -5,7 +5,7 @@ (the per-dataset normalizer). Dumped to JSON for ``plot_de_te_scatter.py`` (the Hydra Fig-2c analog). -DE = path-patching direct effect (取法 B, one clean forward + residual arithmetic); +DE = path-patching direct effect (method B, one clean forward + residual arithmetic); TE = total effect (ablate-and-react). Ablation is **resample** (on-manifold); donors are the other loaded tasks (leave-one-out). Unlike the tuned-decoder sweep, this reads only the model's own decoder — no ``weights/`` decoders needed. @@ -19,10 +19,7 @@ import json from pathlib import Path -import numpy as np -import torch - -from tfm_lens.evaluation.datasets import TABARENA_BINARY_TASK_IDS, load_tabarena_task +from tfm_lens.evaluation.datasets import TABARENA_BINARY_TASK_IDS, load_task_record from tfm_lens.evaluation.direct_effect import direct_total_effect from tfm_lens.evaluation.preprocess import ( limix_preprocess, @@ -56,32 +53,6 @@ def _parse_args(): return p.parse_args() -def _subsample(X, y, n): - if n <= 0 or n >= len(X): - return X, y - idx = np.random.RandomState(SEED).choice(len(X), n, replace=False) - return X[idx], y[idx] - - -def _load_record(task_id, preprocess, args): - X_train, y_train, X_test, y_test, cat_idx = load_tabarena_task(task_id) - X_train, y_train = _subsample(X_train, y_train, args.subsample_train) - X_test, y_test = _subsample(X_test, y_test, args.subsample_test) - classes = np.unique(y_train) - y_train = np.searchsorted(classes, y_train) - y_test = np.searchsorted(classes, y_test) - X_train_p, X_test_p = preprocess(X_train, y_train, X_test, cat_idx) - return { - "Xtr": torch.tensor(X_train_p), - "ytr": torch.tensor(y_train).float(), - "Xte": torch.tensor(X_test_p), - "y_test": y_test, - "n_classes": len(classes), - "n_train": int(len(X_train)), - "n_test": int(len(X_test)), - } - - def main(): args = _parse_args() preprocess = MODELS[args.model] @@ -94,7 +65,9 @@ def main(): records = {} for task_id in task_ids: try: - records[task_id] = _load_record(task_id, preprocess, args) + records[task_id] = load_task_record( + task_id, preprocess, args.subsample_train, args.subsample_test, SEED + ) except Exception as exc: # keep going so one bad table can't sink the run print(f"load task {task_id}: FAILED {type(exc).__name__}: {exc}", flush=True) diff --git a/scripts/run_self_repair_sweep.py b/scripts/run_self_repair_sweep.py index 71336eb..ae8c339 100644 --- a/scripts/run_self_repair_sweep.py +++ b/scripts/run_self_repair_sweep.py @@ -27,10 +27,7 @@ import json from pathlib import Path -import numpy as np -import torch - -from tfm_lens.evaluation.datasets import TABARENA_BINARY_TASK_IDS, load_tabarena_task +from tfm_lens.evaluation.datasets import TABARENA_BINARY_TASK_IDS, load_task_record from tfm_lens.evaluation.layerwise import load_decoders from tfm_lens.evaluation.preprocess import ( limix_preprocess, @@ -74,36 +71,6 @@ def _parse_args(): return p.parse_args() -def _subsample(X, y, n): - """Take at most n rows (n <= 0 keeps all), seeded for reproducibility.""" - if n <= 0 or n >= len(X): - return X, y - idx = np.random.RandomState(SEED).choice(len(X), n, replace=False) - return X[idx], y[idx] - - -def _load_record(task_id, preprocess, args): - """Load -> subsample -> 0-index labels -> preprocess -> tensors for one task.""" - X_train, y_train, X_test, y_test, cat_idx = load_tabarena_task(task_id) - X_train, y_train = _subsample(X_train, y_train, args.subsample_train) - X_test, y_test = _subsample(X_test, y_test, args.subsample_test) - # 0-index the labels: TabICL's one-hot y_encoder needs contiguous ints; harmless - # for LimiX since binary labels are already 0/1. - classes = np.unique(y_train) - y_train = np.searchsorted(classes, y_train) - y_test = np.searchsorted(classes, y_test) - X_train_p, X_test_p = preprocess(X_train, y_train, X_test, cat_idx) - return { - "Xtr": torch.tensor(X_train_p), - "ytr": torch.tensor(y_train).float(), - "Xte": torch.tensor(X_test_p), - "y_test": y_test, - "n_classes": len(classes), - "n_train": int(len(X_train)), - "n_test": int(len(X_test)), - } - - def main(): args = _parse_args() if args.ablation == "resample" and args.donor != "table": @@ -122,7 +89,9 @@ def main(): records = {} for task_id in task_ids: try: - records[task_id] = _load_record(task_id, preprocess, args) + records[task_id] = load_task_record( + task_id, preprocess, args.subsample_train, args.subsample_test, SEED + ) except Exception as exc: # keep going so one bad table can't sink the run print(f"load task {task_id}: FAILED {type(exc).__name__}: {exc}", flush=True) diff --git a/src/tfm_lens/evaluation/datasets.py b/src/tfm_lens/evaluation/datasets.py index ed06e0f..9cb21a3 100644 --- a/src/tfm_lens/evaluation/datasets.py +++ b/src/tfm_lens/evaluation/datasets.py @@ -8,6 +8,7 @@ import numpy as np import openml import pandas as pd +import torch from sklearn.preprocessing import LabelEncoder # TabArena binary tasks (from the reference experiment's BENCHMARK_TASK_IDS). @@ -44,6 +45,40 @@ def load_tabarena_task(task_id: int, fold: int = 0, repeat: int = 0): return X_num[train_idx], y_enc[train_idx], X_num[test_idx], y_enc[test_idx], categorical_idx +def subsample(X: np.ndarray, y: np.ndarray, n: int, seed: int = 0): + """Take at most ``n`` rows (``n <= 0`` keeps all), seeded for reproducibility.""" + if n <= 0 or n >= len(X): + return X, y + idx = np.random.RandomState(seed).choice(len(X), n, replace=False) + return X[idx], y[idx] + + +def load_task_record(task_id, preprocess, subsample_train, subsample_test, seed=0) -> dict: + """Load -> subsample -> 0-index labels -> preprocess -> tensors for one task. + + Shared by the sweep scripts. ``preprocess`` is the model-specific + ``evaluation.preprocess`` fn. Returns tensors + row/class counts. + """ + X_train, y_train, X_test, y_test, cat_idx = load_tabarena_task(task_id) + X_train, y_train = subsample(X_train, y_train, subsample_train, seed) + X_test, y_test = subsample(X_test, y_test, subsample_test, seed) + # 0-index the labels: TabICL's one-hot y_encoder needs contiguous ints; harmless + # for LimiX since binary labels are already 0/1. + classes = np.unique(y_train) + y_train = np.searchsorted(classes, y_train) + y_test = np.searchsorted(classes, y_test) + X_train_p, X_test_p = preprocess(X_train, y_train, X_test, cat_idx) + return { + "Xtr": torch.tensor(X_train_p), + "ytr": torch.tensor(y_train).float(), + "Xte": torch.tensor(X_test_p), + "y_test": y_test, + "n_classes": len(classes), + "n_train": int(len(X_train)), + "n_test": int(len(X_test)), + } + + def _to_numeric(X: pd.DataFrame, categorical_idx: list[int]) -> np.ndarray: """DataFrame -> float32 array: categoricals factorized to codes, numerics coerced.""" out = np.empty(X.shape, dtype=np.float32) diff --git a/src/tfm_lens/evaluation/direct_effect.py b/src/tfm_lens/evaluation/direct_effect.py index bee3a97..6061649 100644 --- a/src/tfm_lens/evaluation/direct_effect.py +++ b/src/tfm_lens/evaluation/direct_effect.py @@ -1,5 +1,5 @@ """Direct (DE) and total (TE) effect on the **final decoder** — path-patching -取法 B (issue #44, Part 1). +method B (issue #44, Part 1). Two rulers for the Hydra DE–TE scatter, both read through the *same* native decoder so they're comparable by construction (not per-layer fine-tuned decoders): @@ -12,8 +12,9 @@ ``a_m`` = the clean contribution layer m writes into the residual (r_m − r_{m-1}); ``ã_m`` = what the ablation writes instead. One clean forward captures every ``a_m``; DE(m) for all m is residual arithmetic through the TRUE decoder - (``readout`` incl. final LN with σ recomputed + native decoder). Faithful 取法 B — - the decoder runs on the whole residual, NOT a fixed û on a single layer (取法 A). + (``readout`` incl. final LN with σ recomputed + native decoder). Faithful method B — + the decoder runs on the whole residual, NOT a fixed û on a single layer (that's method A, + the logit-lens). - **TE(m) — total effect.** Downstream must react → one real forward per m (``inject_delta``), read the final layer through the same native decoder @@ -42,7 +43,7 @@ # A residual stream: a Tensor, or a ``(support, query)`` pair for double-stream models. Residual = torch.Tensor | tuple[torch.Tensor, ...] -Coords = dict[str, float] # the two scatter axes, keyed {"gt_logit", "margin"} +MetricPair = dict[str, float] # the two scatter axes, keyed {"gt_logit", "margin"} def final_decoder_logits( @@ -55,7 +56,7 @@ def final_decoder_logits( """The native decoder on a residual → ``[n_test, n_classes]`` logits (numpy). The **shared ruler** for DE and TE: ``adapter.readout`` (stream/token pick + - final LN, σ recomputed on *this* residual) then the native decoder. 取法 B — the + final LN, σ recomputed on *this* residual) then the native decoder. method B — the true decoder on the whole residual, not a fixed û on one layer's write. ``residual`` is in ``residual_of`` coordinates (a Tensor, or a @@ -84,7 +85,7 @@ def patched_residual( return clean_residual - clean_contribution + replacement -def _coords(logits: np.ndarray, y_test: np.ndarray) -> Coords: +def _metric_pair(logits: np.ndarray, y_test: np.ndarray) -> MetricPair: """The two scatter axes off one final-decoder logit array. The metric math is reused from ``layerwise_*``; this only bundles gt_logit (x) + margin (y).""" return { @@ -93,12 +94,12 @@ def _coords(logits: np.ndarray, y_test: np.ndarray) -> Coords: } -def _effect(clean: Coords, ablated: Coords) -> Coords: - """Effect = clean − ablated per coordinate (the scatter value).""" +def _drop_from_clean(clean: MetricPair, ablated: MetricPair) -> MetricPair: + """The effect (DE or TE) = clean − ablated per coordinate (the scatter value).""" return {k: clean[k] - ablated[k] for k in clean} -def _mean_coords(per_donor: list[Coords]) -> Coords: +def _mean_over_donors(per_donor: list[MetricPair]) -> MetricPair: """Average each coordinate over donors.""" return {k: float(np.mean([c[k] for c in per_donor])) for k in per_donor[0]} @@ -147,14 +148,14 @@ def direct_total_effect( ] clean_residual = clone_residual(adapter.residual_of(cache[-1])) clean_logits = final_decoder_logits(adapter, clean_residual, decoder, eval_pos, n_classes) - clean = _coords(clean_logits, y_test) + clean = _metric_pair(clean_logits, y_test) mu, sigma = gt_logit_zscore_stats([clean_logits], y_test) k = min(n_donors, len(donor_tables)) picks = np.random.default_rng(seed).permutation(len(donor_tables))[:k] - de_donors: list[dict[int, Coords]] = [] - te_donors: list[dict[int, Coords]] = [] + de_donors: list[dict[int, MetricPair]] = [] + te_donors: list[dict[int, MetricPair]] = [] for di, i in enumerate(picks): Xd_train, yd_train, Xd_test = donor_tables[i] eval_pos_d = Xd_train.shape[0] @@ -162,8 +163,8 @@ def direct_total_effect( yd = yd_train.unsqueeze(0).to(device) donor_layer_deltas = donor_deltas(adapter, Xd, yd, eval_pos_d) draw = np.random.default_rng(seed + 1 + di) # per-donor position draw - de_m: dict[int, Coords] = {} - te_m: dict[int, Coords] = {} + de_m: dict[int, MetricPair] = {} + te_m: dict[int, MetricPair] = {} for m in range(adapter.n_layers): replacement = build_donor_delta( target_inputs[m], @@ -173,18 +174,18 @@ def direct_total_effect( adapter.label_token_index, draw, ) - # DE: arithmetic — swap m's write, read the native decoder (取法 B). + # DE: arithmetic — swap m's write, read the native decoder (method B). r_patched = patched_residual(clean_residual, clean_contributions[m], replacement) de_logits = final_decoder_logits(adapter, r_patched, decoder, eval_pos, n_classes) - de_m[m] = _coords(de_logits, y_test) + de_m[m] = _metric_pair(de_logits, y_test) # TE: real forward, m ablated + downstream free; same native decoder. with inject_delta(adapter, m, replacement): te_logits = native_final_logits(adapter, X_train, y_train, X_test, n_classes) - te_m[m] = _coords(te_logits, y_test) + te_m[m] = _metric_pair(te_logits, y_test) de_donors.append(de_m) te_donors.append(te_m) layers = range(adapter.n_layers) - de = {m: _effect(clean, _mean_coords([d[m] for d in de_donors])) for m in layers} - te = {m: _effect(clean, _mean_coords([d[m] for d in te_donors])) for m in layers} + de = {m: _drop_from_clean(clean, _mean_over_donors([d[m] for d in de_donors])) for m in layers} + te = {m: _drop_from_clean(clean, _mean_over_donors([d[m] for d in te_donors])) for m in layers} return {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} diff --git a/tests/test_direct_effect.py b/tests/test_direct_effect.py index d0b7074..9a93a04 100644 --- a/tests/test_direct_effect.py +++ b/tests/test_direct_effect.py @@ -1,11 +1,11 @@ -"""Path-patching DE / TE (取法 B) — ``evaluation.direct_effect``. +"""Path-patching DE / TE (method B) — ``evaluation.direct_effect``. Headline invariant: the DE **arithmetic** ``patched_residual`` (``r_L − a_m + ã_m``, no per-layer forward) reproduces a real **frozen-downstream forward** (ablate m to ã_m, pin every downstream layer to its clean contribution). Holds for *any* ã_m, any head, any stream layout ⇒ the O(1)-forward shortcut is exact. -Also: on a linear head DE collapses to the logit-lens closed form (取法 A == B); and +Also: on a linear head DE collapses to the logit-lens closed form (method A == B); and the resample sweep runs with the right shape/keys. """ @@ -170,7 +170,7 @@ def test_patched_residual_equals_frozen_forward(make_adapter, row_shape): def test_de_matches_logit_lens_on_linear_head(): - """Linear head ⇒ clean − patched = decode(a_m − ã_m) − decode(0) (bias cancels) = 取法 A.""" + """Linear head ⇒ clean − patched = decode(a_m − ã_m) − decode(0) (bias cancels) — method A.""" adapter = BinaryToy3D() Xtr, ytr, Xte, _ = _inputs((ToyAdapter3D.HIDDEN,)) decoder = adapter.decoder_template() From 7cc7fa384d023577e8ad0ba1061b52b7c9123905 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 15:44:41 +0300 Subject: [PATCH 04/13] =?UTF-8?q?feat:=20per-row=20DE/TE=20=E2=80=94=20de-?= =?UTF-8?q?aggregate=20the=20DE=E2=80=93TE=20scatter=20(#44,=20Part=201)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Un-aggregate the ~500 test rows per (task, layer) to close the sign-cancellation loophole: an aggregate CE≈0 can be genuinely flat OR canceling rows (some repair, some break). Same forwards as the aggregate path — just skip the mean/median. - direct_total_effect(per_row=True): stores clean_rows/de_rows/te_rows (length n_test) - layerwise._gt_logit -> public gt_logit (used cross-module now) - run_direct_effect_sweep --per-row - plot_de_te_perrow.py: per-row hexbin + per-row CE histogram - test: per-row shape + aggregate DE == mean(per-row DE) on the linear coordinate Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_de_te_perrow.py | 142 +++++++++++++++++++++++ scripts/run_direct_effect_sweep.py | 6 + src/tfm_lens/evaluation/direct_effect.py | 70 ++++++++++- src/tfm_lens/evaluation/layerwise.py | 8 +- tests/test_direct_effect.py | 27 +++++ 5 files changed, 247 insertions(+), 6 deletions(-) create mode 100644 scripts/plot_de_te_perrow.py diff --git a/scripts/plot_de_te_perrow.py b/scripts/plot_de_te_perrow.py new file mode 100644 index 0000000..e852674 --- /dev/null +++ b/scripts/plot_de_te_perrow.py @@ -0,0 +1,142 @@ +"""Per-row DE–TE — does row-aggregation hide a self-repair signal? + +The aggregate D1 (``plot_de_te_scatter.py``) collapses each table's ~500 test rows to +one number. A layer's aggregate CE≈0 can mean **all-zero** OR **canceling rows** (some +repair, some break). This un-aggregates: each point = one (task, layer, test-row). + +Needs ``de_.json`` written with ``--per-row`` (has ``de_rows``/``te_rows``). + +Per model, rows pooled over layers/tasks, z-scored per task by the clean-row spread: + +- **top:** hexbin DE vs TE. Diagonal ``y = x`` = no compensation. Below-diagonal mass + (DE > 0, TE < DE) = per-row self-repair — a lobe here that the aggregate mean washes out. +- **bottom:** histogram of per-row CE = DE − TE over rows with |DE| > tol. Symmetric about + 0 → cancellation, not repair; fat positive tail → hidden repair the mean hides. + + uv run --group viz python scripts/plot_de_te_perrow.py \ + --models limix_2m mitra tabicl_v2 tabfm --in-dir out --coord margin +""" + +import argparse +import json +from pathlib import Path + +import matplotlib.pyplot as plt +import numpy as np + +_MODEL_LABELS = { + "limix_2m": "LimiX-2M", + "tabicl_v2": "TabICLv2", + "mitra": "Mitra", + "tabfm": "TabFM", +} +_REDUNDANT_TOL = 0.1 # |DE| below this (σ units) = redundant stripe, excluded from CE stats + + +def _parse_args(): + p = argparse.ArgumentParser(description=__doc__) + p.add_argument("--models", nargs="+", default=["limix_2m", "mitra", "tabicl_v2", "tabfm"]) + p.add_argument("--in-dir", type=Path, default=Path("out")) + p.add_argument("--out", type=Path, default=Path("out/de_te_perrow.png")) + p.add_argument("--coord", choices=["gt_logit", "margin"], default="margin") + return p.parse_args() + + +def _task_scale(eff, coord): + """Per-task z-score unit = spread of the clean per-row coordinate.""" + if coord == "gt_logit": + return max(eff["zscore"]["sigma"], 1e-6) + return max(float(np.std(eff["clean_rows"]["margin"])), 1e-6) + + +def _points(results, coord): + """Pool per-row (DE, TE) over all (task, layer), each z-scored by its clean-row spread.""" + de, te = [], [] + for r in results.values(): + eff = r["effects"] + if "de_rows" not in eff: + raise SystemExit("json has no de_rows — re-run the sweep with --per-row") + scale = _task_scale(eff, coord) + for m_str, d in eff["de_rows"].items(): + de.append(np.asarray(d[coord]) / scale) + te.append(np.asarray(eff["te_rows"][m_str][coord]) / scale) + return np.concatenate(de), np.concatenate(te) + + +def _draw_hexbin(ax, de, te, title): + keep = np.isfinite(de) & np.isfinite(te) + de, te = de[keep], te[keep] + lim = float(np.percentile(np.abs(np.concatenate([de, te])), 99)) * 1.1 + 1e-6 + diag = np.array([-lim, lim]) + ax.hexbin(de, te, gridsize=60, bins="log", cmap="viridis", extent=(-lim, lim, -lim, lim)) + ax.plot(diag, diag, "--", color="w", lw=1, zorder=3, label="TE = DE") + ax.axhline(0, color="w", lw=0.7, alpha=0.6, zorder=2) # y = 0 + ax.axvline(0, color="w", lw=0.7, alpha=0.6, zorder=2) # x = 0 + ax.axvspan(-_REDUNDANT_TOL, _REDUNDANT_TOL, color="w", alpha=0.15, zorder=1) + ax.set_xlim(-lim, lim) + ax.set_ylim(-lim, lim) + ax.set_aspect("equal") + ax.set_xlabel("DE (per-row, z-scored)") + ax.set_title(title, fontsize=10) + + +def _draw_ce_hist(ax, de, te): + keep = np.isfinite(de) & np.isfinite(te) & (np.abs(de) > _REDUNDANT_TOL) + ce = (de - te)[keep] + lim = float(np.percentile(np.abs(ce), 99)) * 1.1 + 1e-6 + ax.hist(ce, bins=80, range=(-lim, lim), color="tab:blue", alpha=0.8) + ax.axvline(0, color="0.4", lw=0.8, ls="--") + ax.axvline(ce.mean(), color="crimson", lw=1.4, label=f"mean {ce.mean():+.2f}") + ax.axvline(np.median(ce), color="darkorange", lw=1.4, label=f"median {np.median(ce):+.2f}") + ax.set_xlim(-lim, lim) + ax.set_xlabel("per-row CE = DE − TE (|DE| > tol)") + ax.legend(fontsize=8) + return ce + + +def _summary(de, te): + keep = np.isfinite(de) & np.isfinite(te) & (np.abs(de) > _REDUNDANT_TOL) + if keep.sum() == 0: + return "no non-redundant rows" + ce = (de - te)[keep] + pos = float(np.mean(de[keep] > 0)) # share of non-redundant rows with DE>0 + below = float(np.mean(te[keep] < de[keep])) # CE>0 (repair direction) + return ( + f"rows {keep.sum():>6}/{len(de)} | DE>0 {pos:.0%} | below-diag(CE>0) {below:.0%} | " + f"mean CE {ce.mean():+.2f} | median CE {np.median(ce):+.2f}" + ) + + +def main(): + args = _parse_args() + loaded = {} + for m in args.models: + p = args.in_dir / f"de_{m}.json" + if p.exists(): + loaded[m] = json.loads(p.read_text()) + else: + print(f"skip {m}: {p} not found") + if not loaded: + raise SystemExit("no input files (expected in-dir/de_.json with --per-row)") + + n = len(loaded) + fig, axes = plt.subplots(2, n, figsize=(4.2 * n, 8.2), squeeze=False, constrained_layout=True) + print(f"\nper-row DE–TE ({args.coord}) — is aggregate CE≈0 real or cancellation?") + for j, (m, res) in enumerate(loaded.items()): + de, te = _points(res, args.coord) + _draw_hexbin(axes[0][j], de, te, _MODEL_LABELS.get(m, m)) + _draw_ce_hist(axes[1][j], de, te) + print(f" {m:10s} {_summary(de, te)}") + axes[0][0].set_ylabel("TE (per-row, z-scored)") + axes[1][0].set_ylabel("row count") + fig.suptitle( + f"Per-row DE vs TE · {args.coord} — row-level sign cancellation check", + fontweight="bold", + ) + args.out.parent.mkdir(parents=True, exist_ok=True) + fig.savefig(args.out, dpi=140) + print(f"\nwrote {args.out}") + + +if __name__ == "__main__": + main() diff --git a/scripts/run_direct_effect_sweep.py b/scripts/run_direct_effect_sweep.py index 73d1d6c..14bfad3 100644 --- a/scripts/run_direct_effect_sweep.py +++ b/scripts/run_direct_effect_sweep.py @@ -50,6 +50,11 @@ def _parse_args(): p.add_argument( "--n-donors", type=int, default=8, help="resample: donors drawn per target (LOO)" ) + p.add_argument( + "--per-row", + action="store_true", + help="also store un-aggregated per-test-row DE/TE (de_rows/te_rows/clean_rows)", + ) return p.parse_args() @@ -87,6 +92,7 @@ def main(): donor_tables=donor_tables, n_donors=args.n_donors, seed=SEED, + per_row=args.per_row, ) native_final = native_final_auc( adapter, rec["Xtr"], rec["ytr"], rec["Xte"], rec["y_test"], rec["n_classes"] diff --git a/src/tfm_lens/evaluation/direct_effect.py b/src/tfm_lens/evaluation/direct_effect.py index 6061649..5a5231f 100644 --- a/src/tfm_lens/evaluation/direct_effect.py +++ b/src/tfm_lens/evaluation/direct_effect.py @@ -34,6 +34,7 @@ from tfm_lens.core.interventions import inject_delta from tfm_lens.core.resample_ablation import build_donor_delta, donor_deltas, layer_deltas from tfm_lens.evaluation.layerwise import ( + gt_logit, gt_logit_zscore_stats, layerwise_gt_logit, layerwise_margin, @@ -94,8 +95,28 @@ def _metric_pair(logits: np.ndarray, y_test: np.ndarray) -> MetricPair: } +def _metric_pair_rows(logits: np.ndarray, y_test: np.ndarray) -> dict[str, np.ndarray]: + """Per-row version of :func:`_metric_pair`: no reduction over test rows. + + - ``gt_logit``: ``z[i, y_i]`` → array ``[n_test]`` + - ``margin``: ``z[i, y_i] − z[i, 1−y_i]`` → array ``[n_test]`` (binary; NaN if multiclass) + + De-aggregating exposes row-level sign cancellation that the mean/median hides: + a layer's aggregate CE≈0 can be all-zero OR canceling rows. + """ + gt = gt_logit(logits, y_test) + if logits.shape[1] == 2: + margin = gt - gt_logit(logits, 1 - y_test) + else: + margin = np.full_like(gt, np.nan, dtype=float) + return {"gt_logit": gt, "margin": margin} + + def _drop_from_clean(clean: MetricPair, ablated: MetricPair) -> MetricPair: - """The effect (DE or TE) = clean − ablated per coordinate (the scatter value).""" + """The effect (DE or TE) = clean − ablated per coordinate (the scatter value). + + Works elementwise for both scalar :class:`MetricPair` and per-row array pairs. + """ return {k: clean[k] - ablated[k] for k in clean} @@ -104,6 +125,11 @@ def _mean_over_donors(per_donor: list[MetricPair]) -> MetricPair: return {k: float(np.mean([c[k] for c in per_donor])) for k in per_donor[0]} +def _mean_over_donors_rows(per_donor: list[dict[str, np.ndarray]]) -> dict[str, np.ndarray]: + """Average each per-row coordinate over donors (row axis preserved).""" + return {k: np.mean([c[k] for c in per_donor], axis=0) for k in per_donor[0]} + + def direct_total_effect( adapter: ModelAdapter, X_train: torch.Tensor, @@ -114,6 +140,7 @@ def direct_total_effect( donor_tables: list[tuple], n_donors: int = 8, seed: int = 0, + per_row: bool = False, ) -> dict: """Per-layer DE(m) and TE(m) on the native decoder, for one table (resample ablation). @@ -124,6 +151,15 @@ def direct_total_effect( "te": {m: {"gt_logit", "margin"}}, # TE(m) = clean − ablate-and-react "zscore": {"mu", "sigma"}} # cross-task gt_logit normalizer + With ``per_row=True`` also stores un-aggregated per-test-row DE/TE (donor-averaged):: + + {"clean_rows": {"gt_logit": [...], "margin": [...]}, # length n_test + "de_rows": {m: {"gt_logit": [...], "margin": [...]}}, + "te_rows": {m: {"gt_logit": [...], "margin": [...]}}} + + Same forwards as the aggregate path — just skips the mean/median reduction, to check + whether row-level sign cancellation hides a self-repair signal. + DE and TE share one donor draw per (m, donor) → their difference (CE, Part 2) is a clean pairing. ``donor_tables`` = leave-one-out real tables; ``ã_m`` = a role-matched donor δ, metric averaged over ``n_donors`` draws. @@ -156,6 +192,8 @@ def direct_total_effect( de_donors: list[dict[int, MetricPair]] = [] te_donors: list[dict[int, MetricPair]] = [] + de_row_donors: list[dict[int, dict[str, np.ndarray]]] = [] + te_row_donors: list[dict[int, dict[str, np.ndarray]]] = [] for di, i in enumerate(picks): Xd_train, yd_train, Xd_test = donor_tables[i] eval_pos_d = Xd_train.shape[0] @@ -165,6 +203,8 @@ def direct_total_effect( draw = np.random.default_rng(seed + 1 + di) # per-donor position draw de_m: dict[int, MetricPair] = {} te_m: dict[int, MetricPair] = {} + de_row_m: dict[int, dict[str, np.ndarray]] = {} + te_row_m: dict[int, dict[str, np.ndarray]] = {} for m in range(adapter.n_layers): replacement = build_donor_delta( target_inputs[m], @@ -182,10 +222,36 @@ def direct_total_effect( with inject_delta(adapter, m, replacement): te_logits = native_final_logits(adapter, X_train, y_train, X_test, n_classes) te_m[m] = _metric_pair(te_logits, y_test) + if per_row: + de_row_m[m] = _metric_pair_rows(de_logits, y_test) + te_row_m[m] = _metric_pair_rows(te_logits, y_test) de_donors.append(de_m) te_donors.append(te_m) + if per_row: + de_row_donors.append(de_row_m) + te_row_donors.append(te_row_m) layers = range(adapter.n_layers) de = {m: _drop_from_clean(clean, _mean_over_donors([d[m] for d in de_donors])) for m in layers} te = {m: _drop_from_clean(clean, _mean_over_donors([d[m] for d in te_donors])) for m in layers} - return {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} + out = {"clean": clean, "de": de, "te": te, "zscore": {"mu": mu, "sigma": sigma}} + if per_row: + clean_rows = _metric_pair_rows(clean_logits, y_test) + out["clean_rows"] = {k: v.tolist() for k, v in clean_rows.items()} + out["de_rows"] = _rows_effect(clean_rows, de_row_donors, layers) + out["te_rows"] = _rows_effect(clean_rows, te_row_donors, layers) + return out + + +def _rows_effect( + clean_rows: dict[str, np.ndarray], + row_donors: list[dict[int, dict[str, np.ndarray]]], + layers, +) -> dict[int, dict[str, list[float]]]: + """Per-layer per-row effect = clean_rows − donor-mean(ablated_rows), as JSON lists.""" + result = {} + for m in layers: + donor_mean = _mean_over_donors_rows([d[m] for d in row_donors]) + drop = _drop_from_clean(clean_rows, donor_mean) + result[m] = {k: v.tolist() for k, v in drop.items()} + return result diff --git a/src/tfm_lens/evaluation/layerwise.py b/src/tfm_lens/evaluation/layerwise.py index 615f442..a1ddf49 100644 --- a/src/tfm_lens/evaluation/layerwise.py +++ b/src/tfm_lens/evaluation/layerwise.py @@ -86,7 +86,7 @@ def layerwise_auc(probs: list[np.ndarray], y_test: np.ndarray) -> list[float]: return scores -def _gt_logit(z: np.ndarray, y_test: np.ndarray) -> np.ndarray: +def gt_logit(z: np.ndarray, y_test: np.ndarray) -> np.ndarray: """True-class logit per row: ``z[i, y[i]]`` (``y_test`` must be an array).""" return z[np.arange(y_test.shape[0]), y_test] @@ -97,7 +97,7 @@ def layerwise_gt_logit(logits: list[np.ndarray], y_test: np.ndarray) -> list[flo Fixed coordinate (one-hot GT projection) -> additive -> feeds DE/IE; any class count. """ y_test = np.asarray(y_test) - return [float(_gt_logit(z, y_test).mean()) for z in logits] + return [float(gt_logit(z, y_test).mean()) for z in logits] def layerwise_margin(logits: list[np.ndarray], y_test: np.ndarray) -> list[float]: @@ -115,7 +115,7 @@ def layerwise_margin(logits: list[np.ndarray], y_test: np.ndarray) -> list[float for z in logits: if z.shape[1] != 2: raise ValueError(f"layerwise_margin is binary-only; got {z.shape[1]} classes") - scores.append(float(np.median(_gt_logit(z, y_test) - _gt_logit(z, 1 - y_test)))) + scores.append(float(np.median(gt_logit(z, y_test) - gt_logit(z, 1 - y_test)))) return scores @@ -129,7 +129,7 @@ def gt_logit_zscore_stats( - raises if sigma == 0 (degenerate task). """ y_test = np.asarray(y_test) - gt = _gt_logit(clean_logits[-1], y_test) # [-1] = final layer (the task's output scale) + gt = gt_logit(clean_logits[-1], y_test) # [-1] = final layer (the task's output scale) mu, sigma = float(gt.mean()), float(gt.std()) if sigma == 0.0: raise ValueError("degenerate task: final-layer GT-logit has zero spread across rows") diff --git a/tests/test_direct_effect.py b/tests/test_direct_effect.py index 9a93a04..bf031c3 100644 --- a/tests/test_direct_effect.py +++ b/tests/test_direct_effect.py @@ -204,6 +204,33 @@ def test_resample_runs_with_shape_and_keys(): assert np.isfinite(res[effect][m][coord]) +def test_per_row_shape_and_aggregate_consistency(): + """``per_row=True`` adds de_rows/te_rows/clean_rows of length n_test; and for the + **linear** gt_logit coordinate the aggregate DE(m) equals the mean of per-row DE(m) + (mean commutes with subtraction) — the de-aggregation is faithful, not a new metric.""" + adapter = BinaryToy3D() + Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,), seed=1, n_test=5) + donor_tables = [ + (dtr, dytr, dte) + for dtr, dytr, dte, _ in (_inputs((ToyAdapter3D.HIDDEN,), seed=s) for s in (2, 3, 4)) + ] + res = direct_total_effect( + adapter, Xtr, ytr, Xte, y_test, 2, donor_tables, n_donors=3, seed=0, per_row=True + ) + n_test = Xte.shape[0] + assert len(res["clean_rows"]["gt_logit"]) == n_test + for effect in ("de_rows", "te_rows"): + assert set(res[effect]) == set(range(adapter.n_layers)) + for m in range(adapter.n_layers): + for coord in ("gt_logit", "margin"): + assert len(res[effect][m][coord]) == n_test + assert np.all(np.isfinite(res[effect][m][coord])) + for m in range(adapter.n_layers): + agg = res["de"][m]["gt_logit"] + per_row_mean = float(np.mean(res["de_rows"][m]["gt_logit"])) + assert agg == pytest.approx(per_row_mean, abs=1e-5) + + def test_resample_needs_donor_tables(): adapter = BinaryToy3D() Xtr, ytr, Xte, y_test = _inputs((ToyAdapter3D.HIDDEN,)) From 40a6af63f4da3fe7fcb7c1c3b0397b79044f4248 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 16:06:26 +0300 Subject: [PATCH 05/13] =?UTF-8?q?docs:=20DE=E2=80=93TE=20result=20figures?= =?UTF-8?q?=20for=20#45=20comment=20(Part=201=20negative=20result)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 5 PNGs referenced by raw.githubusercontent from the PR #45 comment: - fig1 aggregate DE–TE scatter, fig2 per-row CE hist, fig3 Hydra Fig-b regression - hydra_ref_scatter / hydra_ref_regression (McGrath 2023 reference) Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- analysis/de-te-figures/fig1_scatter_margin.png | Bin 0 -> 177881 bytes .../fig2_perrow_cehist_margin.png | Bin 0 -> 74417 bytes .../de-te-figures/fig3_hydra_layer_margin.png | Bin 0 -> 148957 bytes .../de-te-figures/hydra_ref_regression.png | Bin 0 -> 149655 bytes analysis/de-te-figures/hydra_ref_scatter.png | Bin 0 -> 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No layer reaches Hydra 0.92; the one structured layer (TabICL L10) is negative (breakage). 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z^8PsNthxR`l(Q7ak%wM0z(^&=L`pOG7;IrI*#R>sst&%HCNyfQ2D5<2U%n3NIX Date: Wed, 5 Aug 2026 21:42:26 +0300 Subject: [PATCH 12/13] refactor: scripts/_de_te_common.py -> tfm_lens/evaluation/de_results.py MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit An underscore-prefixed module in scripts/ was a workaround for scripts/ not being a package. These helpers read the de_.json contract that direct_effect.py writes, so they belong next to the producer — both ends of the contract now move together. No matplotlib in the module, so it is not "plot utils"; and utils.py is reserved for dependency-free helpers. All three figures re-generated: numbers unchanged. Addresses the review note on scripts/_de_te_common.py. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_ce_de_law.py | 3 ++- scripts/plot_de_te_perrow.py | 3 ++- scripts/plot_de_te_scatter.py | 3 ++- .../tfm_lens/evaluation/de_results.py | 12 +++++++----- 4 files changed, 13 insertions(+), 8 deletions(-) rename scripts/_de_te_common.py => src/tfm_lens/evaluation/de_results.py (74%) diff --git a/scripts/plot_ce_de_law.py b/scripts/plot_ce_de_law.py index f6c379b..1e27be7 100644 --- a/scripts/plot_ce_de_law.py +++ b/scripts/plot_ce_de_law.py @@ -30,7 +30,8 @@ import matplotlib.pyplot as plt import numpy as np -from _de_te_common import MODEL_LABELS, de_scale, load_de_json + +from tfm_lens.evaluation.de_results import MODEL_LABELS, de_scale, load_de_json _DE_SPREAD_MIN = 0.1 # σ; below this a layer has no DE variation → slope not meaningful diff --git a/scripts/plot_de_te_perrow.py b/scripts/plot_de_te_perrow.py index a5d6a42..f915071 100644 --- a/scripts/plot_de_te_perrow.py +++ b/scripts/plot_de_te_perrow.py @@ -22,7 +22,8 @@ import matplotlib.pyplot as plt import numpy as np -from _de_te_common import MODEL_LABELS, de_scale, load_de_json + +from tfm_lens.evaluation.de_results import MODEL_LABELS, de_scale, load_de_json _REDUNDANT_TOL = 0.1 # |DE| below this (σ units) = redundant stripe, excluded from CE stats diff --git a/scripts/plot_de_te_scatter.py b/scripts/plot_de_te_scatter.py index e31c264..1f0f3e0 100644 --- a/scripts/plot_de_te_scatter.py +++ b/scripts/plot_de_te_scatter.py @@ -21,7 +21,8 @@ import matplotlib.pyplot as plt import numpy as np -from _de_te_common import MODEL_LABELS, de_scale, load_de_json + +from tfm_lens.evaluation.de_results import MODEL_LABELS, de_scale, load_de_json # |DE| below this (σ units) is treated as the redundant stripe — flagged, not counted. _REDUNDANT_TOL = 0.1 diff --git a/scripts/_de_te_common.py b/src/tfm_lens/evaluation/de_results.py similarity index 74% rename from scripts/_de_te_common.py rename to src/tfm_lens/evaluation/de_results.py index 2f16e9a..3c8498d 100644 --- a/scripts/_de_te_common.py +++ b/src/tfm_lens/evaluation/de_results.py @@ -1,9 +1,11 @@ -"""Shared helpers for the DE/TE/CE plot scripts (``plot_de_te_scatter``, -``plot_de_te_perrow``, ``plot_ce_de_law``). +"""Reader for the ``de_.json`` contract written by ``direct_total_effect``. -One reader for the ``de_.json`` contract emitted by -``direct_total_effect`` — so the model labels, the loader, and the per-task -z-score rule live in one place instead of drifting across three scripts. +Lives next to the producer (``direct_effect.py``) so both ends of the contract move +together — the loader and the per-task z-score rule can't drift out of sync with the +fields the sweep emits. + +Consumers: ``scripts/plot_de_te_scatter.py``, ``plot_de_te_perrow.py``, +``plot_ce_de_law.py``. No matplotlib here — this module only reads and scales. """ import json From 4d39cbf0746714aa23d161767a929d875119f4f4 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 21:42:36 +0300 Subject: [PATCH 13/13] test: mark real-checkpoint tests `real_model` so the inner loop is seconds `pytest` ran every adapter integration test (real ckpt load + CPU forward) plus the finetune end-to-end path: minutes. Nothing distinguished them from the toy-adapter unit tests. - register the `real_model` marker; module-level on the 4 adapter suites and test_evaluation_real, test-level on the one real finetune path. - `pytest -m "not real_model"`: 91 passed in 3.5s (25 deselected). CI is unchanged (bare `pytest`): it still runs the LimiX-2M path for real (9 MB ckpt from HF); Mitra/TabICL/TabFM already skip there via importorskip. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- pyproject.toml | 5 +++++ tests/test_evaluation_real.py | 3 +++ tests/test_finetune_decoders.py | 1 + tests/test_limix_adapter.py | 3 +++ tests/test_mitra_adapter.py | 3 +++ tests/test_tabfm_adapter.py | 3 +++ tests/test_tabicl_adapter.py | 3 +++ 7 files changed, 21 insertions(+) diff --git a/pyproject.toml b/pyproject.toml index d6c84e8..e12c033 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -81,3 +81,8 @@ select = ["E", "F", "I", "UP", "B", "SIM"] [tool.pytest.ini_options] testpaths = ["tests"] addopts = "-ra" +# `real_model` = loads a real TFM checkpoint (HF download + CPU forward) — minutes. +# Fast inner loop: `uv run pytest -m "not real_model"` (toy-adapter tests only). +markers = [ + "real_model: needs a real TFM checkpoint; slow (HF download + CPU forward)", +] diff --git a/tests/test_evaluation_real.py b/tests/test_evaluation_real.py index f723a0b..666c98c 100644 --- a/tests/test_evaluation_real.py +++ b/tests/test_evaluation_real.py @@ -25,6 +25,9 @@ from tfm_lens.evaluation.layerwise import layerwise_auc, predict_layers # noqa: E402 from tfm_lens.evaluation.preprocess import limix_preprocess # noqa: E402 +# Loads a real checkpoint and runs it on CPU — minutes, not milliseconds. +pytestmark = pytest.mark.real_model + def test_eval_pipeline_end_to_end_on_real_table(limix_model): # exercises the whole eval pipeline on a real OpenML task diff --git a/tests/test_finetune_decoders.py b/tests/test_finetune_decoders.py index 99070b4..e30a86d 100644 --- a/tests/test_finetune_decoders.py +++ b/tests/test_finetune_decoders.py @@ -76,6 +76,7 @@ def run(sub): @pytest.mark.skipif( sys.platform == "darwin", reason="tree_scm/xgboost segfaults on macOS arm64" ) + @pytest.mark.real_model def test_real_prior_end_to_end(self, tmp_path, limix_model): from tfm_lens.adapters.limix import LimixAdapter diff --git a/tests/test_limix_adapter.py b/tests/test_limix_adapter.py index 31b6b03..702f563 100644 --- a/tests/test_limix_adapter.py +++ b/tests/test_limix_adapter.py @@ -13,6 +13,9 @@ from tfm_lens.core.interventions import skip_layer from tfm_lens.core.logit_lens import logit_lens +# Loads a real checkpoint and runs it on CPU — minutes, not milliseconds. +pytestmark = pytest.mark.real_model + BATCH = 4 diff --git a/tests/test_mitra_adapter.py b/tests/test_mitra_adapter.py index 3efe7d9..e53bfb3 100644 --- a/tests/test_mitra_adapter.py +++ b/tests/test_mitra_adapter.py @@ -15,6 +15,9 @@ from tfm_lens.core.logit_lens import logit_lens from tfm_lens.evaluation.layerwise import layerwise_auc, predict_layers +# Loads a real checkpoint and runs it on CPU — minutes, not milliseconds. +pytestmark = pytest.mark.real_model + BATCH = 2 # a couple of tables; forward_frozen splits each into support/query diff --git a/tests/test_tabfm_adapter.py b/tests/test_tabfm_adapter.py index 9148b9e..3e4f17d 100644 --- a/tests/test_tabfm_adapter.py +++ b/tests/test_tabfm_adapter.py @@ -16,6 +16,9 @@ from tfm_lens.core.logit_lens import logit_lens from tfm_lens.evaluation.layerwise import layerwise_auc, predict_layers +# Loads a real checkpoint and runs it on CPU — minutes, not milliseconds. +pytestmark = pytest.mark.real_model + BATCH = 4 diff --git a/tests/test_tabicl_adapter.py b/tests/test_tabicl_adapter.py index 06ca3ba..4bdc694 100644 --- a/tests/test_tabicl_adapter.py +++ b/tests/test_tabicl_adapter.py @@ -16,6 +16,9 @@ from tfm_lens.core.logit_lens import logit_lens from tfm_lens.evaluation.layerwise import layerwise_auc, predict_layers +# Loads a real checkpoint and runs it on CPU — minutes, not milliseconds. +pytestmark = pytest.mark.real_model + BATCH = 4

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zT@*7qi&dssgL4)v+Jj2KnHRKsrn%7L!(FiT%KXzhbCYYfdu6bYR^mBDc3d7`mU)b< zrR1iUKUmbNGrG1Z%y}^au*a1hR&rVE4SwktKQK;G2FSV*GM|90x*Ax%%MBL6%oCj- zMT7aPHS{1`VQMY-c}FEUz1fZkm>-6XA|WR=l36P5pV#Iho7~{eLD`G?}GD z>a=mrU=|4AOWR{H16fjV;LzKCV`zyxc6OtN>f8MM z1GkJBVj`b)COrN2Ok25oGsa%GF~iK`e-BaIn#0H{Hu`cEbM@mcJIo7x2ujU7Wp^~o zSU?H;6m!%EXIAE^Jx{h=u}n*G#Z5Y2jlc5-%e1g3-P3O94q#u4Gh@F+ikn`tiD=z& z^8PsNthxR`l(Q7ak%wM0z(^&=L`pOG7;IrI*#R>sst&%HCNyfQ2D5<2U%n3NIX Date: Wed, 5 Aug 2026 17:34:37 +0300 Subject: [PATCH 07/13] scripts: commit figure generators for the #45 results comment MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Reproduce the published E1/E2 figures from code (figures kept in analysis/): - plot_ce_de_law.py — Hydra Fig-4d (per-layer CE~DE R²+slope vs depth) + Fig-4b apex scatter (--apex-scatter); --agg for task-aggregated (15 pts/layer). Peak-R² apex, final layer excluded (CE≡0). method-A CE is coupling-biased (noted in-file). - plot_de_te_perrow.py — add --hist-only (the per-row CE histogram, E1 robustness). Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_ce_de_law.py | 245 +++++++++++++++++++++++++++++++++++ scripts/plot_de_te_perrow.py | 31 +++-- 2 files changed, 268 insertions(+), 8 deletions(-) create mode 100644 scripts/plot_ce_de_law.py diff --git a/scripts/plot_ce_de_law.py b/scripts/plot_ce_de_law.py new file mode 100644 index 0000000..f7c4b01 --- /dev/null +++ b/scripts/plot_ce_de_law.py @@ -0,0 +1,245 @@ +"""Hydra Fig-4d analog — per-layer compensation law across depth. + +Hydra's real claim isn't one hand-picked layer: it's that CE~DE regression **R² + slope** +form a systematic band across middle-late layers (Fig 4d), with layer 23 the apex +(R²=0.92, slope=0.69). This plots that whole curve for the TFMs. + +Per layer L, per model: pool **per-row** (DE, CE) over all 15 tasks (z-scored per task +by clean-row spread — Hydra's per-prompt analog, thousands of points), regress CE on DE. + +- **top row:** R²(L) vs depth — dashed line = Hydra 0.92. +- **bottom row:** slope(L) vs depth — shaded (0,1) = self-repair band, dashed = Hydra 0.69. + +Self-repair at a layer ⟺ **both** high R² AND slope in (0,1). A layer with tiny DE spread +(redundant stripe) is hollow-marked — its slope is not meaningful. + +⚠️ CE = DE − TE is **method-A** (mechanical coupling: CE carries a +DE term → the +regression is *biased toward* a spurious positive law). So this is a generous test; +failing it is robust. A coupling-free version needs the independent CE (Part 2). + + uv run --group viz python scripts/plot_ce_de_law.py --coord margin + uv run --group viz python scripts/plot_ce_de_law.py --coord margin --agg --apex-scatter +""" + +import argparse +import json +from pathlib import Path + +import matplotlib.pyplot as plt +import numpy as np + +_MODEL_LABELS = { + "limix_2m": "LimiX-2M", + "tabicl_v2": "TabICLv2", + "mitra": "Mitra", + "tabfm": "TabFM", +} +_DE_SPREAD_MIN = 0.1 # σ; below this a layer has no DE variation → slope not meaningful + + +def _parse_args(): + p = argparse.ArgumentParser(description=__doc__) + p.add_argument("--models", nargs="+", default=["limix_2m", "mitra", "tabicl_v2", "tabfm"]) + p.add_argument("--in-dir", type=Path, default=Path("out")) + p.add_argument("--out", type=Path, default=Path("out/ce_de_law.png")) + p.add_argument("--coord", choices=["gt_logit", "margin"], default="margin") + p.add_argument( + "--agg", + action="store_true", + help="regress on task-aggregated DE/CE (15 pts/layer, independent) instead of per-row", + ) + p.add_argument( + "--apex-scatter", + action="store_true", + help="instead of the depth curve, scatter DE vs CE at each model's apex (peak-R²) layer", + ) + return p.parse_args() + + +def _scale(eff, coord, agg=False): + if coord == "gt_logit": + return max(eff["zscore"]["sigma"], 1e-6) + if agg: # match D1 aggregate scatter + return max(abs(eff["clean"]["margin"]), 1e-6) + return max(float(np.std(eff["clean_rows"]["margin"])), 1e-6) + + +def _n_layers(results): + eff = next(iter(results.values()))["effects"] + return len(eff["de"]) + + +def _layer_pts(results, L, coord, agg=False): + """Pooled (DE, CE) points at layer ``L``: one per task (agg) or one per test-row.""" + de, ce = [], [] + for r in results.values(): + eff = r["effects"] + s = _scale(eff, coord, agg) + if agg: + d = np.array([eff["de"][str(L)][coord] / s]) + t = np.array([eff["te"][str(L)][coord] / s]) + else: + d = np.asarray(eff["de_rows"][str(L)][coord]) / s + t = np.asarray(eff["te_rows"][str(L)][coord]) / s + k = np.isfinite(d) & np.isfinite(t) + de.append(d[k]) + ce.append((d - t)[k]) + return np.concatenate(de), np.concatenate(ce) + + +def _fit(de, ce): + """(slope, intercept, R²) of CE~DE; R²=nan if DE or CE has ~no spread (÷0).""" + if float(np.std(de)) < 1e-6 or float(np.std(ce)) < 1e-4: + return np.nan, np.nan, np.nan + m, b = np.polyfit(de, ce, 1) + pred = m * de + b + r2 = 1 - np.sum((ce - pred) ** 2) / max(np.sum((ce - ce.mean()) ** 2), 1e-12) + return m, b, r2 + + +def _layer_curve(results, coord, agg=False): + """Per layer: slope, R², DE spread. ``agg``: one pt/task (independent) else per-row.""" + slope, r2, spread = [], [], [] + for L in range(_n_layers(results)): + de, ce = _layer_pts(results, L, coord, agg) + m, _, r = _fit(de, ce) + slope.append(m) + r2.append(r) + spread.append(float(np.std(de))) + return np.array(slope), np.array(r2), np.array(spread) + + +def _apex_layer(results, coord, agg=False): + """Peak-R² layer among those with meaningful DE spread, final layer excluded + (no downstream ⇒ CE≡0). Hydra's Fig-4b apex criterion. -1 if none.""" + slope, r2, spread = _layer_curve(results, coord, agg) + cand = r2.copy() + cand[spread < _DE_SPREAD_MIN] = -np.inf + cand[-1] = -np.inf # final layer has no downstream + cand[~np.isfinite(cand)] = -np.inf + return int(np.argmax(cand)) if np.isfinite(cand).any() and cand.max() > -np.inf else -1 + + +def _draw_apex_scatter(ax, de, ce, m, b, r2, title, agg): + lim = ( + float(np.max(np.abs(np.concatenate([de, ce, [0.3]])))) + if agg + else float(np.percentile(np.abs(np.concatenate([de, ce])), 99)) + ) * 1.15 + xs = np.array([-lim, lim]) + ax.plot(xs, xs, "--", color="0.4", lw=1.2, label="1:1 (CE=DE, full repair)") + ax.axhline(0, color="0.7", lw=0.6) + ax.axvline(0, color="0.7", lw=0.6) + if agg: + ax.scatter(de, ce, s=45, color="tab:blue", alpha=0.8, zorder=3) + else: + ax.hexbin(de, ce, gridsize=50, bins="log", cmap="viridis", extent=(-lim, lim, -lim, lim)) + ax.plot(xs, m * xs + b, "-", color="crimson", lw=2.0, label=f"fit slope={m:+.2f} R²={r2:.2f}") + ax.set_xlim(-lim, lim) + ax.set_ylim(-lim, lim) + ax.set_aspect("equal") + ax.set_title(title, fontsize=12) + ax.set_xlabel("DE (z-scored)") + ax.legend(fontsize=8, loc="upper left") + + +def main(): + args = _parse_args() + loaded = {} + for m in args.models: + p = args.in_dir / f"de_{m}.json" + if p.exists(): + loaded[m] = json.loads(p.read_text()) + else: + print(f"skip {m}: {p} not found") + if not loaded: + raise SystemExit("no input files (expected in-dir/de_.json with --per-row)") + + if args.apex_scatter: + _main_apex_scatter(loaded, args) + return + + n = len(loaded) + fig, axes = plt.subplots(2, n, figsize=(4.0 * n, 6.4), squeeze=False, sharex="col") + print(f"\nper-layer CE~DE law ({args.coord}) — peak R² per model:") + for j, (m, res) in enumerate(loaded.items()): + slope, r2, spread = _layer_curve(res, args.coord, args.agg) + L = np.arange(len(slope)) + solid = spread >= _DE_SPREAD_MIN # meaningful DE variation + apex = _apex_layer(res, args.coord, args.agg) + print( + f" {m:10s} apex L{apex}: R²={r2[apex]:.2f} slope={slope[apex]:+.2f}" + if apex >= 0 + else f" {m:10s} no layer with DE spread" + ) + + ax_r, ax_s = axes[0][j], axes[1][j] + ax_r.axhline(0.92, ls="--", color="crimson", lw=1, label="Hydra 0.92") + ax_r.plot(L[solid], r2[solid], "o-", color="tab:blue", ms=4) + ax_r.plot(L[~solid], r2[~solid], "o", mfc="white", mec="tab:blue", ms=4) + ax_r.set_ylim(-0.05, 1.0) + ax_r.set_title(_MODEL_LABELS.get(m, m), fontsize=11) + if apex >= 0: + ax_r.axvline(apex, color="0.7", lw=0.8, zorder=0) + + ax_s.axhspan(0, 1, color="tab:green", alpha=0.10) # self-repair band + ax_s.axhline(0.69, ls="--", color="crimson", lw=1, label="Hydra 0.69") + ax_s.axhline(0, color="0.6", lw=0.7) + ax_s.axhline(1, color="0.6", lw=0.7, ls=":") + ax_s.plot(L[solid], slope[solid], "o-", color="tab:blue", ms=4) + ax_s.plot(L[~solid], slope[~solid], "o", mfc="white", mec="tab:blue", ms=4) + ax_s.set_ylim(-1.5, 2.0) + ax_s.set_xlabel("ablated layer") + if apex >= 0: + ax_s.axvline(apex, color="0.7", lw=0.8, zorder=0) + + axes[0][0].set_ylabel("R² (CE~DE across rows)") + axes[1][0].set_ylabel("slope (CE/DE)") + axes[0][-1].legend(fontsize=8, loc="upper left") + axes[1][-1].legend(fontsize=8, loc="upper left") + unit = "task-aggregated (15 pts/layer)" if args.agg else "per-row (pooled, correlated)" + fig.suptitle( + f"Per-layer compensation law · {args.coord} · {unit} — Hydra Fig-4d analog " + "(hollow = redundant layer, no DE spread; CE=DE−TE is method-A, coupling-biased)", + fontweight="bold", + fontsize=11, + ) + fig.tight_layout(rect=(0, 0, 1, 0.95)) + args.out.parent.mkdir(parents=True, exist_ok=True) + fig.savefig(args.out, dpi=140) + print(f"\nwrote {args.out}") + + +def _main_apex_scatter(loaded, args): + """Hydra Fig-4b analog: DE vs CE scatter + fit at each model's apex (peak-R²) layer.""" + n = len(loaded) + ncol = min(n, 2) + nrow = (n + ncol - 1) // ncol + fig, axes = plt.subplots( + nrow, ncol, figsize=(6.0 * ncol, 5.5 * nrow), squeeze=False, constrained_layout=True + ) + print(f"\napex-layer DE vs CE fit ({args.coord}):") + for ax, (m, res) in zip([a for row in axes for a in row], loaded.items(), strict=False): + L = _apex_layer(res, args.coord, args.agg) + de, ce = _layer_pts(res, L, args.coord, args.agg) + slope, b, r2 = _fit(de, ce) + print(f" {m:10s} apex L{L}: slope={slope:+.2f} R²={r2:.2f} (n={len(de)})") + _draw_apex_scatter( + ax, de, ce, slope, b, r2, f"{_MODEL_LABELS.get(m, m)} · apex L{L} (peak R²)", args.agg + ) + for ax in [a for row in axes for a in row][n:]: + ax.axis("off") + unit = "task-aggregated (15 pts)" if args.agg else "per-row (per-prompt analog)" + fig.suptitle( + f"DE vs CE + fit at apex layer (peak R²) · {args.coord} · {unit}\n" + "Hydra L23: slope +0.69, R² 0.92 (tight, below 1:1)", + fontweight="bold", + fontsize=13, + ) + args.out.parent.mkdir(parents=True, exist_ok=True) + fig.savefig(args.out, dpi=140) + print(f"\nwrote {args.out}") + + +if __name__ == "__main__": + main() diff --git a/scripts/plot_de_te_perrow.py b/scripts/plot_de_te_perrow.py index e852674..bea5a00 100644 --- a/scripts/plot_de_te_perrow.py +++ b/scripts/plot_de_te_perrow.py @@ -39,6 +39,11 @@ def _parse_args(): p.add_argument("--in-dir", type=Path, default=Path("out")) p.add_argument("--out", type=Path, default=Path("out/de_te_perrow.png")) p.add_argument("--coord", choices=["gt_logit", "margin"], default="margin") + p.add_argument( + "--hist-only", + action="store_true", + help="draw only the per-row CE histogram row (drop the hexbin)", + ) return p.parse_args() @@ -120,19 +125,29 @@ def main(): raise SystemExit("no input files (expected in-dir/de_.json with --per-row)") n = len(loaded) - fig, axes = plt.subplots(2, n, figsize=(4.2 * n, 8.2), squeeze=False, constrained_layout=True) + nrow = 1 if args.hist_only else 2 + fig, axes = plt.subplots( + nrow, n, figsize=(4.2 * n, 3.8 * nrow), squeeze=False, constrained_layout=True + ) print(f"\nper-row DE–TE ({args.coord}) — is aggregate CE≈0 real or cancellation?") for j, (m, res) in enumerate(loaded.items()): de, te = _points(res, args.coord) - _draw_hexbin(axes[0][j], de, te, _MODEL_LABELS.get(m, m)) - _draw_ce_hist(axes[1][j], de, te) + if args.hist_only: + _draw_ce_hist(axes[0][j], de, te) + axes[0][j].set_title(_MODEL_LABELS.get(m, m), fontsize=11) + else: + _draw_hexbin(axes[0][j], de, te, _MODEL_LABELS.get(m, m)) + _draw_ce_hist(axes[1][j], de, te) print(f" {m:10s} {_summary(de, te)}") - axes[0][0].set_ylabel("TE (per-row, z-scored)") - axes[1][0].set_ylabel("row count") - fig.suptitle( - f"Per-row DE vs TE · {args.coord} — row-level sign cancellation check", - fontweight="bold", + if not args.hist_only: + axes[0][0].set_ylabel("TE (per-row, z-scored)") + axes[-1][0].set_ylabel("row count") + title = ( + f"Per-row CE distribution · {args.coord} — unimodal at 0 (not cancellation/dilution)" + if args.hist_only + else f"Per-row DE vs TE · {args.coord} — row-level sign cancellation check" ) + fig.suptitle(title, fontweight="bold") args.out.parent.mkdir(parents=True, exist_ok=True) fig.savefig(args.out, dpi=140) print(f"\nwrote {args.out}") From 9e310cf6a5f4774380a93f66f03c0b934105fbd9 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 17:49:46 +0300 Subject: [PATCH 08/13] docs: clarify margin agg-vs-per-row estimators + native-decoder aliasing (audit follow-up) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Minor items from a computation-logic audit (no bugs found): - layerwise_margin: note aggregate margin (median-of-medians) ≠ reduced per-row margin — median doesn't commute with subtraction; only gt_logit gives aggregate == mean(per-row). - plot_ce_de_law: docstring pointer to the same (margin --agg vs per-row are different estimators). - native_final_logits: comment the shared-decoder repeat (only [-1] read, stateless → safe). Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/plot_ce_de_law.py | 4 ++++ src/tfm_lens/evaluation/layerwise.py | 6 ++++++ src/tfm_lens/evaluation/self_repair.py | 4 ++++ 3 files changed, 14 insertions(+) diff --git a/scripts/plot_ce_de_law.py b/scripts/plot_ce_de_law.py index f7c4b01..5ceb2f1 100644 --- a/scripts/plot_ce_de_law.py +++ b/scripts/plot_ce_de_law.py @@ -17,6 +17,10 @@ regression is *biased toward* a spurious positive law). So this is a generous test; failing it is robust. A coupling-free version needs the independent CE (Part 2). +⚠️ margin: ``--agg`` reduces by median (median-of-medians, D1 convention), the per-row +default by mean-over-rows → **different (non-commuting) estimators** (see layerwise_margin). +Use ``--coord gt_logit`` for the exact aggregate == mean(per-row) correspondence. + uv run --group viz python scripts/plot_ce_de_law.py --coord margin uv run --group viz python scripts/plot_ce_de_law.py --coord margin --agg --apex-scatter """ diff --git a/src/tfm_lens/evaluation/layerwise.py b/src/tfm_lens/evaluation/layerwise.py index a1ddf49..00f04d1 100644 --- a/src/tfm_lens/evaluation/layerwise.py +++ b/src/tfm_lens/evaluation/layerwise.py @@ -108,6 +108,12 @@ def layerwise_margin(logits: list[np.ndarray], y_test: np.ndarray) -> list[float (rank-based) stays flat. The median is a robust location — median margin > 0 <=> most rows correct, tracking AUC instead of fighting it. + ⚠️ Because this reduces by **median**, a DE/TE effect built from aggregated margin is a + *drop of medians* and does NOT equal the reduced per-row margin effect (median does not + commute with subtraction). Only the mean-based ``gt_logit`` satisfies + aggregate == mean(per-row); the margin **aggregate** and **per-row** figures are + different (both valid) estimators — don't read them as the same statistic. + Raises on multiclass: the 'max other' competitor drifts across runs -> not a fixed coordinate. """ y_test = np.asarray(y_test) diff --git a/src/tfm_lens/evaluation/self_repair.py b/src/tfm_lens/evaluation/self_repair.py index 0731656..ea5fba5 100644 --- a/src/tfm_lens/evaluation/self_repair.py +++ b/src/tfm_lens/evaluation/self_repair.py @@ -39,6 +39,10 @@ def native_final_logits( scatter uses. Wrap the call in a ``skip_layer`` / ``inject_delta`` context to read it under ablation. """ + # predict_layers_logits wants one decoder per depth; here every depth is the one + # shared native decoder (the same instance repeated). Fine because we read only the + # final layer ([-1]) and the decoder is stateless — depths never diverge. Do NOT + # reuse this list to read *intermediate* depths expecting independent decoders. native = [adapter.decoder_template()] * (adapter.n_layers + 1) return predict_layers_logits(adapter, native, X_train, y_train, X_test, n_classes)[-1] From a38a1b5d3494993fb106bb5219726ff8f8be3685 Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 18:29:58 +0300 Subject: [PATCH 09/13] refactor(scripts): dedup DE/TE plot helpers + drop double layer-curve fit (/simplify) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Cleanup-review follow-up (behavior identical — all printed stats/figures unchanged): - new scripts/_de_te_common.py: MODEL_LABELS, load_de_json, de_scale — the de_.json reader/labels/z-score rule were reimplemented in all 3 plot scripts. - plot_ce_de_law: _apex_layer recomputed _layer_curve that main already had → split into pure _apex_from_curve(r2, spread); no re-fit. _meaningful(spread) mask (was inlined 3×). Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- scripts/_de_te_common.py | 47 ++++++++++++++++++++++++++++++++ scripts/plot_ce_de_law.py | 51 +++++++++++++---------------------- scripts/plot_de_te_perrow.py | 31 ++++----------------- scripts/plot_de_te_scatter.py | 23 +++------------- 4 files changed, 74 insertions(+), 78 deletions(-) create mode 100644 scripts/_de_te_common.py diff --git a/scripts/_de_te_common.py b/scripts/_de_te_common.py new file mode 100644 index 0000000..2f16e9a --- /dev/null +++ b/scripts/_de_te_common.py @@ -0,0 +1,47 @@ +"""Shared helpers for the DE/TE/CE plot scripts (``plot_de_te_scatter``, +``plot_de_te_perrow``, ``plot_ce_de_law``). + +One reader for the ``de_.json`` contract emitted by +``direct_total_effect`` — so the model labels, the loader, and the per-task +z-score rule live in one place instead of drifting across three scripts. +""" + +import json +from pathlib import Path + +import numpy as np + +MODEL_LABELS = { + "limix_2m": "LimiX-2M", + "tabicl_v2": "TabICLv2", + "mitra": "Mitra", + "tabfm": "TabFM", +} + + +def load_de_json(in_dir: Path, models: list[str]) -> dict: + """Load ``in_dir/de_.json`` for each model (skip missing). Raise if none found.""" + loaded = {} + for m in models: + p = in_dir / f"de_{m}.json" + if p.exists(): + loaded[m] = json.loads(p.read_text()) + else: + print(f"skip {m}: {p} not found") + if not loaded: + raise SystemExit("no input files found (expected in-dir/de_.json)") + return loaded + + +def de_scale(eff: dict, coord: str, *, agg: bool = False) -> float: + """Per-task z-score unit for a coordinate (floored at 1e-6). + + - ``gt_logit`` → σ of the clean final-layer true-class logit. + - ``margin`` → ``|clean margin|`` when ``agg`` (matches the D1 aggregate scatter), + else the spread of the clean per-row margin (per-row figures). + """ + if coord == "gt_logit": + return max(eff["zscore"]["sigma"], 1e-6) + if agg: + return max(abs(eff["clean"]["margin"]), 1e-6) + return max(float(np.std(eff["clean_rows"]["margin"])), 1e-6) diff --git a/scripts/plot_ce_de_law.py b/scripts/plot_ce_de_law.py index 5ceb2f1..f6c379b 100644 --- a/scripts/plot_ce_de_law.py +++ b/scripts/plot_ce_de_law.py @@ -26,18 +26,12 @@ """ import argparse -import json from pathlib import Path import matplotlib.pyplot as plt import numpy as np +from _de_te_common import MODEL_LABELS, de_scale, load_de_json -_MODEL_LABELS = { - "limix_2m": "LimiX-2M", - "tabicl_v2": "TabICLv2", - "mitra": "Mitra", - "tabfm": "TabFM", -} _DE_SPREAD_MIN = 0.1 # σ; below this a layer has no DE variation → slope not meaningful @@ -60,12 +54,9 @@ def _parse_args(): return p.parse_args() -def _scale(eff, coord, agg=False): - if coord == "gt_logit": - return max(eff["zscore"]["sigma"], 1e-6) - if agg: # match D1 aggregate scatter - return max(abs(eff["clean"]["margin"]), 1e-6) - return max(float(np.std(eff["clean_rows"]["margin"])), 1e-6) +def _meaningful(spread): + """Layers with real DE variation (slope/R² are meaningful only there).""" + return spread >= _DE_SPREAD_MIN def _n_layers(results): @@ -78,7 +69,7 @@ def _layer_pts(results, L, coord, agg=False): de, ce = [], [] for r in results.values(): eff = r["effects"] - s = _scale(eff, coord, agg) + s = de_scale(eff, coord, agg=agg) if agg: d = np.array([eff["de"][str(L)][coord] / s]) t = np.array([eff["te"][str(L)][coord] / s]) @@ -113,15 +104,16 @@ def _layer_curve(results, coord, agg=False): return np.array(slope), np.array(r2), np.array(spread) -def _apex_layer(results, coord, agg=False): +def _apex_from_curve(r2, spread): """Peak-R² layer among those with meaningful DE spread, final layer excluded - (no downstream ⇒ CE≡0). Hydra's Fig-4b apex criterion. -1 if none.""" - slope, r2, spread = _layer_curve(results, coord, agg) + (no downstream ⇒ CE≡0). Hydra's Fig-4b apex criterion. -1 if none. + + Pure over the already-computed curve arrays — no re-fit.""" cand = r2.copy() - cand[spread < _DE_SPREAD_MIN] = -np.inf + cand[~_meaningful(spread)] = -np.inf cand[-1] = -np.inf # final layer has no downstream cand[~np.isfinite(cand)] = -np.inf - return int(np.argmax(cand)) if np.isfinite(cand).any() and cand.max() > -np.inf else -1 + return int(np.argmax(cand)) if cand.max() > -np.inf else -1 def _draw_apex_scatter(ax, de, ce, m, b, r2, title, agg): @@ -149,15 +141,7 @@ def _draw_apex_scatter(ax, de, ce, m, b, r2, title, agg): def main(): args = _parse_args() - loaded = {} - for m in args.models: - p = args.in_dir / f"de_{m}.json" - if p.exists(): - loaded[m] = json.loads(p.read_text()) - else: - print(f"skip {m}: {p} not found") - if not loaded: - raise SystemExit("no input files (expected in-dir/de_.json with --per-row)") + loaded = load_de_json(args.in_dir, args.models) if args.apex_scatter: _main_apex_scatter(loaded, args) @@ -169,8 +153,8 @@ def main(): for j, (m, res) in enumerate(loaded.items()): slope, r2, spread = _layer_curve(res, args.coord, args.agg) L = np.arange(len(slope)) - solid = spread >= _DE_SPREAD_MIN # meaningful DE variation - apex = _apex_layer(res, args.coord, args.agg) + solid = _meaningful(spread) + apex = _apex_from_curve(r2, spread) print( f" {m:10s} apex L{apex}: R²={r2[apex]:.2f} slope={slope[apex]:+.2f}" if apex >= 0 @@ -182,7 +166,7 @@ def main(): ax_r.plot(L[solid], r2[solid], "o-", color="tab:blue", ms=4) ax_r.plot(L[~solid], r2[~solid], "o", mfc="white", mec="tab:blue", ms=4) ax_r.set_ylim(-0.05, 1.0) - ax_r.set_title(_MODEL_LABELS.get(m, m), fontsize=11) + ax_r.set_title(MODEL_LABELS.get(m, m), fontsize=11) if apex >= 0: ax_r.axvline(apex, color="0.7", lw=0.8, zorder=0) @@ -224,12 +208,13 @@ def _main_apex_scatter(loaded, args): ) print(f"\napex-layer DE vs CE fit ({args.coord}):") for ax, (m, res) in zip([a for row in axes for a in row], loaded.items(), strict=False): - L = _apex_layer(res, args.coord, args.agg) + _, r2_curve, spread = _layer_curve(res, args.coord, args.agg) + L = _apex_from_curve(r2_curve, spread) de, ce = _layer_pts(res, L, args.coord, args.agg) slope, b, r2 = _fit(de, ce) print(f" {m:10s} apex L{L}: slope={slope:+.2f} R²={r2:.2f} (n={len(de)})") _draw_apex_scatter( - ax, de, ce, slope, b, r2, f"{_MODEL_LABELS.get(m, m)} · apex L{L} (peak R²)", args.agg + ax, de, ce, slope, b, r2, f"{MODEL_LABELS.get(m, m)} · apex L{L} (peak R²)", args.agg ) for ax in [a for row in axes for a in row][n:]: ax.axis("off") diff --git a/scripts/plot_de_te_perrow.py b/scripts/plot_de_te_perrow.py index bea5a00..a5d6a42 100644 --- a/scripts/plot_de_te_perrow.py +++ b/scripts/plot_de_te_perrow.py @@ -18,18 +18,12 @@ """ import argparse -import json from pathlib import Path import matplotlib.pyplot as plt import numpy as np +from _de_te_common import MODEL_LABELS, de_scale, load_de_json -_MODEL_LABELS = { - "limix_2m": "LimiX-2M", - "tabicl_v2": "TabICLv2", - "mitra": "Mitra", - "tabfm": "TabFM", -} _REDUNDANT_TOL = 0.1 # |DE| below this (σ units) = redundant stripe, excluded from CE stats @@ -47,13 +41,6 @@ def _parse_args(): return p.parse_args() -def _task_scale(eff, coord): - """Per-task z-score unit = spread of the clean per-row coordinate.""" - if coord == "gt_logit": - return max(eff["zscore"]["sigma"], 1e-6) - return max(float(np.std(eff["clean_rows"]["margin"])), 1e-6) - - def _points(results, coord): """Pool per-row (DE, TE) over all (task, layer), each z-scored by its clean-row spread.""" de, te = [], [] @@ -61,7 +48,7 @@ def _points(results, coord): eff = r["effects"] if "de_rows" not in eff: raise SystemExit("json has no de_rows — re-run the sweep with --per-row") - scale = _task_scale(eff, coord) + scale = de_scale(eff, coord) for m_str, d in eff["de_rows"].items(): de.append(np.asarray(d[coord]) / scale) te.append(np.asarray(eff["te_rows"][m_str][coord]) / scale) @@ -114,15 +101,7 @@ def _summary(de, te): def main(): args = _parse_args() - loaded = {} - for m in args.models: - p = args.in_dir / f"de_{m}.json" - if p.exists(): - loaded[m] = json.loads(p.read_text()) - else: - print(f"skip {m}: {p} not found") - if not loaded: - raise SystemExit("no input files (expected in-dir/de_.json with --per-row)") + loaded = load_de_json(args.in_dir, args.models) n = len(loaded) nrow = 1 if args.hist_only else 2 @@ -134,9 +113,9 @@ def main(): de, te = _points(res, args.coord) if args.hist_only: _draw_ce_hist(axes[0][j], de, te) - axes[0][j].set_title(_MODEL_LABELS.get(m, m), fontsize=11) + axes[0][j].set_title(MODEL_LABELS.get(m, m), fontsize=11) else: - _draw_hexbin(axes[0][j], de, te, _MODEL_LABELS.get(m, m)) + _draw_hexbin(axes[0][j], de, te, MODEL_LABELS.get(m, m)) _draw_ce_hist(axes[1][j], de, te) print(f" {m:10s} {_summary(de, te)}") if not args.hist_only: diff --git a/scripts/plot_de_te_scatter.py b/scripts/plot_de_te_scatter.py index eb43000..e31c264 100644 --- a/scripts/plot_de_te_scatter.py +++ b/scripts/plot_de_te_scatter.py @@ -17,18 +17,12 @@ """ import argparse -import json from pathlib import Path import matplotlib.pyplot as plt import numpy as np +from _de_te_common import MODEL_LABELS, de_scale, load_de_json -_MODEL_LABELS = { - "limix_2m": "LimiX-2M", - "tabicl_v2": "TabICLv2", - "mitra": "Mitra", - "tabfm": "TabFM", -} # |DE| below this (σ units) is treated as the redundant stripe — flagged, not counted. _REDUNDANT_TOL = 0.1 @@ -48,8 +42,7 @@ def _points(results, coord): de, te, layer = [], [], [] for r in results.values(): eff = r["effects"] - sigma = eff["zscore"]["sigma"] if coord == "gt_logit" else abs(eff["clean"]["margin"]) - scale = max(sigma, 1e-6) + scale = de_scale(eff, coord, agg=True) for m_str, d in eff["de"].items(): t = eff["te"][m_str] de.append(d[coord] / scale) @@ -89,15 +82,7 @@ def _summary(de, te, layer): def main(): args = _parse_args() - loaded = {} - for model in args.models: - path = args.in_dir / f"de_{model}.json" - if path.exists(): - loaded[model] = json.loads(path.read_text()) - else: - print(f"skip {model}: {path} not found") - if not loaded: - raise SystemExit("no input files found (expected in-dir/de_.json)") + loaded = load_de_json(args.in_dir, args.models) fig, axes = plt.subplots( 1, len(loaded), figsize=(4.6 * len(loaded), 4.8), squeeze=False, constrained_layout=True @@ -106,7 +91,7 @@ def main(): sc = None for ax, (model, results) in zip(axes[0], loaded.items(), strict=True): de, te, layer = _points(results, args.coord) - sc = _draw(ax, de, te, layer, _MODEL_LABELS.get(model, model)) + sc = _draw(ax, de, te, layer, MODEL_LABELS.get(model, model)) print(f" {model:10s} {_summary(de, te, layer)}") axes[0][0].set_ylabel("TE (total effect, ablate-and-react)") fig.colorbar(sc, ax=axes[0], label="layer", shrink=0.8) From dbc16299bc34f945fb55e36108749fdde147df7c Mon Sep 17 00:00:00 2001 From: Han Xiao Date: Wed, 5 Aug 2026 21:10:22 +0300 Subject: [PATCH 10/13] docs: dip-recover figure (exp6 tuned-decoder trajectory) for the #45 method-note comment The balef2026 self-repair observation: ablate a layer -> decoded AUC dips -> recovers to baseline by the final layer. Lead figure for the 'why dip-recover isn't self-repair' PR comment. (PNG only; the combined-plot script stays uncommitted.) 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figures from HEAD (PR comments use SHA-pinned raw URLs) The 8 PNGs were only ever needed as a host for the #45 comment images. Those URLs are pinned to commits (40a6af6 / 9521d59 / dbc1629), which keep serving the blobs from history, so HEAD does not need to carry them. README.md records where each figure is pinned + how to regenerate it. Co-Authored-By: Claude Opus 4.8 Claude-Session: https://claude.ai/code/session_01L4s6SJPSt2vQrw1pE7wBxa --- analysis/de-te-figures/README.md | 50 ++++++++++++++++++ .../de-te-figures/apex_scatter_agg_margin.png | Bin 206967 -> 0 bytes analysis/de-te-figures/dip_recover_fig8.png | Bin 322263 -> 0 bytes .../de-te-figures/fig1_scatter_margin.png | Bin 177881 -> 0 bytes .../fig2_perrow_cehist_margin.png | Bin 74417 -> 0 bytes .../de-te-figures/fig3_hydra_layer_margin.png | Bin 148957 -> 0 bytes .../de-te-figures/hydra_ref_regression.png | Bin 149655 -> 0 bytes analysis/de-te-figures/hydra_ref_scatter.png | Bin 188093 -> 0 bytes .../de-te-figures/layer_law_agg_margin.png | Bin 113402 -> 0 bytes 9 files changed, 50 insertions(+) create mode 100644 analysis/de-te-figures/README.md delete mode 100644 analysis/de-te-figures/apex_scatter_agg_margin.png delete mode 100644 analysis/de-te-figures/dip_recover_fig8.png delete mode 100644 analysis/de-te-figures/fig1_scatter_margin.png delete mode 100644 analysis/de-te-figures/fig2_perrow_cehist_margin.png delete mode 100644 analysis/de-te-figures/fig3_hydra_layer_margin.png delete mode 100644 analysis/de-te-figures/hydra_ref_regression.png delete mode 100644 analysis/de-te-figures/hydra_ref_scatter.png delete mode 100644 analysis/de-te-figures/layer_law_agg_margin.png diff --git a/analysis/de-te-figures/README.md b/analysis/de-te-figures/README.md new file mode 100644 index 0000000..5ea3730 --- /dev/null +++ b/analysis/de-te-figures/README.md @@ -0,0 +1,50 @@ +# de-te-figures — moved out of HEAD + +The PNGs that used to live here were `git rm`'d. **Nothing is broken.** + +- The PR #45 comments embed them via **SHA-pinned** `raw.githubusercontent.com/...//analysis/de-te-figures/.png`. +- A pinned URL serves the blob **as of that commit**, so removing the file in a later commit does not affect it. +- Those commits stay reachable via `refs/pull/45/head` (GitHub keeps PR refs permanently). + +Only branch-name URLs or a history rewrite would break them. + +> `git rm` does **not** shrink the repo — the blobs remain in history. The point is a clean HEAD: no stale copy of `out/` that nobody regenerates. + +## Where they are pinned + +| figure | commit | used in | +|---|---|---| +| `fig1_scatter_margin.png` | `40a6af6` | [results comment](https://github.com/xiaohan2012/tfmlens/pull/45#issuecomment-5192047221) — E1 | +| `fig2_perrow_cehist_margin.png` | `40a6af6` | results comment — E1 (details) | +| `hydra_ref_scatter.png`, `hydra_ref_regression.png` | `40a6af6` | results comment — Hydra paper reference (screenshots, not generated) | +| `layer_law_agg_margin.png` | `9521d59` | results comment — E2, Hydra Fig-4d analog | +| `apex_scatter_agg_margin.png` | `9521d59` | results comment — E2, Hydra Fig-4b analog | +| `dip_recover_fig8.png` | `dbc1629` | [method-note comment](https://github.com/xiaohan2012/tfmlens/pull/45#issuecomment-5195523559) | +| `fig3_hydra_layer_margin.png` | `40a6af6` | *unused* — superseded strawman (single hand-picked layer), replaced by the Fig-4d curve | + +Retrieve any of them with `git show :analysis/de-te-figures/.png > /tmp/.png`. + +## Regenerating + +Input = the final per-row sweep (`out/perrow/de_.json`, 15 tasks × 1000/500, resample). + +```bash +# E1 — aggregate DE–TE scatter +uv run --group viz python scripts/plot_de_te_scatter.py \ + --in-dir out/perrow --coord margin --out out/fig1_scatter_margin.png + +# E1 — per-row CE histogram (needs --per-row json) +uv run --group viz python scripts/plot_de_te_perrow.py \ + --in-dir out/perrow --coord margin --hist-only --out out/fig2_perrow_cehist_margin.png + +# E2 — per-layer CE~DE law across depth (Hydra Fig-4d) +uv run --group viz python scripts/plot_ce_de_law.py \ + --in-dir out/perrow --coord margin --agg --out out/layer_law_agg_margin.png + +# E2 — DE vs CE at the apex layer (Hydra Fig-4b) +uv run --group viz python scripts/plot_ce_de_law.py \ + --in-dir out/perrow --coord margin --agg --apex-scatter --out out/apex_scatter_agg_margin.png +``` + +- `dip_recover_fig8.png` = a copy of `out/self_repair_combined_fig8.png` (exp6 tuned-decoder trajectory), from an uncommitted local plot script. +- `hydra_ref_*.png` are screenshots from McGrath et al. 2023 — not reproducible from this repo. diff --git a/analysis/de-te-figures/apex_scatter_agg_margin.png b/analysis/de-te-figures/apex_scatter_agg_margin.png deleted file mode 100644 index 880082e6efc8bcae1df06a327814aac34ed4d14f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 206967 zcmb?@bzIYL->?2aLQ;^DuAzjK(jlRM3={)ILV>}gyJ4twmoyBORs;p_w$_d-+7%sRKSgG*Y~!Vulz&~QyG;^`MpkwCdWasE+XKl{qVd>&(?dTwRQ(XL}xG>i% zH#a9&IZ;vj|NV%YjxKOfmr0^O;J1)FX&Sm-xWEub_;ay+{LcFe7cX4UQdfE6mARQk zKK<@7uIoYFQNnkvgm;<=dBSL{Npi6z6*)sGOf;#2mitQCjygAthFiVRE;#o`<2YV< zZvPBbkDYc!DM;>5mn)#~joGMCNlC2BwyUUXiL1%@&L`S%b)I`<+(ERe|M@HIyx=2F z?LXiD>nqu~|M4I)ZgsZaJ9Pi;X@rM~cfaBLKOSZtN2K+C{H}H`(uDv1g5bZyRH*s> z=er=gqP9FyMfm;KiO z5-&jd*l-vL^a)?%$VQ) zfV6m@h*4#K6pJKerQBhrHf?1fBg5}e;g+CON$t9zB&<7b)fZ`74o3~zX7utXBziR# z8wENo>xF48AYI> z)a=DXw^;U91|&!Fb;{58Ga7&D8>P*7ObwiM`WjZ)Bw3@&@{adW%3HV+le%=zIsfsi zmuVD!zc#FOvp!Jl`r3E1F4eqIU;Q}mVW}sQJL)GJ*r~DZF)It6K}8umP3N;DZ^Rsq zTsm3c&y4u5fHkR4lZ5NuxBsO7C0+I$zpo>nd9E6;9l5kx1$M9t@!t&;-%TM}|5{Bk zZ#+N4;abg~g-Bjy{BN~aQ*Nc-EV`06M!uPMM06`+r|HoSbz2EXY8zu;c*jkBznC