How does torch.compile() achieve massive speedups despite highly optimized NumPy functions? See how operator fusion makes it fast! ⚡
-
Updated
Jul 3, 2026 - Jupyter Notebook
#
toy-model
Here are 30 public repositories matching this topic...
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
-
Updated
Apr 4, 2026 - Python
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
-
Updated
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
-
Updated
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
-
Updated
Apr 4, 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
-
Updated
Apr 4, 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
-
Updated
Apr 4, 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
-
Updated
Feb 4, 2026 - MATLAB
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
-
Updated
Apr 8, 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
-
Updated
Apr 4, 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
-
Updated
Apr 14, 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
-
Updated
Apr 14, 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
-
Updated
Apr 8, 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
-
Updated
Apr 8, 2026 - Python
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
-
Updated
Apr 14, 2026 - Python
Can a cellular neural network learn how to reliably express meaningful patterns? This is a toy model for a gene regulatory network for cell specification.
-
Updated
Feb 4, 2026 - Jupyter Notebook
🚀 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
-
Updated
Jan 28, 2026
Toy models for ordinal realization, residue, selective crystallization, and regime analysis in relational systems.
simulation residue dynamical-systems network-dynamics emergence toy-model relational-ontology regime-analysis ordinal-time
-
Updated
Apr 4, 2026 - Python
Claim-bounded reduced-surrogate archive for Socio-Traffic Thermodynamics: stop-and-go waves, synchronization risk, and risk-budgeted information release in toy traffic networks. No policy or deployment claim.
transportation traffic-simulation traffic-flow non-equilibrium information-design traffic-congestion science-education routing-games toy-model claim-boundary risk-budget stop-and-go-waves optimal-velocity-model synchronization-risk
-
Updated
Jun 4, 2026 - TeX
Training repo for Toy GPT: context-3 model + small domain corpus (010_llm_glossary.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
-
Updated
Apr 4, 2026 - Python
Improve this page
Add a description, image, and links to the toy-model topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the toy-model topic, visit your repo's landing page and select "manage topics."