EleutherAI / cookbook
Deep learning for dummies. All the practical details and useful utilities that go into working with real models.
☆786Updated last month
Alternatives and similar repositories for cookbook:
Users that are interested in cookbook are comparing it to the libraries listed below
- What would you do with 1000 H100s...☆1,038Updated last year
- System 2 Reasoning Link Collection☆826Updated last month
- Best practices & guides on how to write distributed pytorch training code☆401Updated 2 months ago
- Minimalistic large language model 3D-parallelism training☆1,793Updated this week
- Minimalistic 4D-parallelism distributed training framework for education purpose☆991Updated last month
- Puzzles for learning Triton☆1,591Updated 5 months ago
- Puzzles for exploring transformers☆343Updated last year
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆862Updated 2 months ago
- The Multilayer Perceptron Language Model☆543Updated 8 months ago
- Website for hosting the Open Foundation Models Cheat Sheet.☆267Updated last week
- ☆424Updated 9 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,438Updated last week
- ☆428Updated 6 months ago
- Building blocks for foundation models.☆482Updated last year
- A bibliography and survey of the papers surrounding o1☆1,187Updated 5 months ago
- A repository for research on medium sized language models.☆494Updated last week
- A puzzle to learn about prompting☆127Updated last year
- A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.☆534Updated this week
- Resources for skilling up in AI alignment research engineering. Covers basics of deep learning, mechanistic interpretability, and RL.☆209Updated last year
- The Tensor (or Array)☆429Updated 8 months ago
- Legible, Scalable, Reproducible Foundation Models with Named Tensors and Jax☆568Updated this week
- UNet diffusion model in pure CUDA☆602Updated 9 months ago
- Best practices for distilling large language models.☆523Updated last year
- The Autograd Engine☆597Updated 7 months ago
- procedural reasoning datasets☆571Updated this week
- Fast bare-bones BPE for modern tokenizer training☆154Updated 3 weeks ago
- NanoGPT (124M) in 3 minutes☆2,501Updated this week
- Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard a…☆1,143Updated 3 months ago
- For optimization algorithm research and development.☆508Updated this week
- ☆218Updated this week