GitHub repo leaderboard by stars, growth rate and activity.
21 Lessons, Get Started Building with Generative AI
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Learn it. Build it. Ship it for others.
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
Machine Learning Engineering Open Book
Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.
RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
| # | Repo | Language | Stars | 30-day trend | Last updated |
|---|---|---|---|---|---|
| 1 | 21 Lessons, Get Started Building with Generative AI | Jupyter Notebook | 119,422 | — | last pushed 6 days ago |
| 2 | Implement a ChatGPT-like LLM in PyTorch from scratch, step by step | Jupyter Notebook | 104,605 | — | last pushed 1 week ago |
| 3 | Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) | Python | 74,658 | — | last pushed 3 days ago |
| 4 | 🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠 | Python | 67,401 | — | last pushed 8 months ago |
| 5 | Learn it. Build it. Ship it for others. | Python | 53,222 | — | last pushed 4 days ago |
| 6 | 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. | Python | 21,642 | — | last pushed 2 days ago |
| 7 | Machine Learning Engineering Open Book | Python | 18,939 | — | last pushed 2 days ago |
| 8 | Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | Python | 18,248 | — | last pushed 2 days ago |
| 9 | RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding. | Python | 14,699 | — | last pushed 1 week ago |
| 10 | Easy-to-use and powerful LLM and SLM library with awesome model zoo. | Python | 12,969 | — | last pushed 4 months ago |
All · 11,474