How does torch.compile() achieve massive speedups despite highly optimized torch functions? See how operator fusion works!
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Aug 3, 2026 - Jupyter Notebook
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toy-model
Here are 43 public repositories matching this topic...
Training repo for Toy GPT: Context-3 model + small neutral corpus (000_cat_dog.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models three-context-model
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Apr 8, 2026 - Python
Training repo for Toy GPT: context-3 model + small structured corpus (001_animals.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models three-context-model
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Apr 4, 2026 - Python
Classical Python toy simulation of OES-32-style metrics (no qubits, no QEC code). All outputs SYNTHETIC.
python simulation anomaly-detection synthetic-data research-prototype classical-simulation toy-model oes32
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Oct 8, 2026 - Python
Training repo for Toy GPT: bigram model + small domain corpus (010_llm_glossary.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression ruff computer-science-education n-gram probabilistic-model uv bigram-model pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models
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Apr 4, 2026 - Python
Training repo for Toy GPT: unigram model + small structured corpus (001_animals.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression ruff computer-science-education n-gram probabilistic-model uv unigram-model pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-model
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Nov 7, 2026 - Python
Training repo for Toy GPT: bigram + small neutral corpus (000_cat_dog.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression ruff computer-science-education n-gram probabilistic-model uv bigram-model pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models
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Apr 8, 2026 - Python
Training repo for Toy GPT: Context-2 model + small neutral corpus (000_cat_dog.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction dual-context toy-gpt toy-model inspectable-models two-context-model
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Apr 8, 2026 - Python
Training repo for Toy GPT: context-2 model + small domain corpus (010_llm_glossary.txt)
python teaching educational reproducibility language-model softmax-regression computer-science-education uv pyright src-layout machine-learning-education next-token-prediction dual-context zensical toy-gpt toy-model inspectable-models two-context-model probabilisitic-model
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Apr 4, 2026 - Python
Training repo for Toy GPT: unigram + small neutral corpus (000_cat_dog.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression ruff computer-science-education n-gram probabilistic-model uv unigram-model pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models
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Apr 4, 2026 - Python
手搓零训练「随机数」GGUF 模型：不管输入什么，只吐一个均匀随机数字然后自己停。0/1 · 0-9 · 0-100 三个版本 × F16/Q8_0/Q4_K_M/Q4_K_S/Q3_K_M/Q2_K 六档量化，18 个文件全部实测通过 χ² 均匀性检验。
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Oct 21, 2026 - Python
Interactive Monte Carlo simulation of the VNAE framework. A visual playground to test how Theta and Beta parameters influence win rates in asymmetric systems.
distributed-systems game-theory control-theory lyapunov-stability race-simulator stability-theory dissipative-systems toy-model vnae asymmetric-equilibrium geometric-stability
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Feb 4, 2026 - MATLAB
Interactive phenomenological toy models and parameter exploration; not empirical psychology or clinical assessment.
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Oct 17, 2026 - Python
Training repo for Toy GPT: Context-2 model with embeddings + small domain corpus (030_analytics.txt). Much more efficient use of space.
python teaching embeddings educational reproducibility language-model softmax-regression probabilistic-model uv computer-scinece-education pyright src-layout machine-learning-education next-token-prediction dual-context zensical toy-gpt toy-model inspectable-models two-context-model
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Apr 14, 2026 - Python
Training repo for Toy GPT: Context-3 model with attention + small domain corpus (030_analytics.txt). Attention requires scale.
python teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction zensical toy-gpt toy-model inspectable-models three-context-model three-context
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Apr 14, 2026 - Python
Training repo for Toy GPT: context-2 model + small structured corpus (001_animals.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction dual-context toy-gpt toy-model inspectable-models two-context-model
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Apr 4, 2026 - Python
Training repo for Toy GPT: bigram model + small structured corpus (001_animals.txt)
python mkdocs teaching educational reproducibility language-model softmax-regression ruff computer-science-education n-gram probabilistic-model uv bigram-model pyright src-layout machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models
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Nov 8, 2026 - Python
Hands-on demos of the 2026 Nobel Prizes: sourced facts, toy models you can run, and videos that stop and ask. Educational, not research.
interactive neuroscience showtime optogenetics nobel-prize science-education toy-model explainer-video
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Oct 12, 2026 - HTML
Training repo for Toy GPT: Context-2 model with attention + small domain corpus (030_analytics.txt). Attention requires scale.
python teaching educational reproducibility language-model softmax-regression computer-science-education probabilistic-model uv pyright src-layout machine-learning-education next-token-prediction dual-context zensical toy-gpt toy-model inspectable-models two-context-model
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Apr 14, 2026 - Python
🚀 Train a custom unigram model using simple and efficient methods, enabling easy adoption for natural language processing tasks.
python mkdocs teaching educational reproducibility language-model ruff computer-science-education probabilistic-model uv unigram-model pyright machine-learning-education next-token-prediction toy-gpt toy-model inspectable-models inspectable-model
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Jan 28, 2026
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