AI Rank

Model Development AI Projects

Daily ranking page for Model Development open-source AI repositories.

Model Development tracks 4333 repositories with 9774616 total GitHub stars.

  1. pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration (103734 stars, Python, Model Development)
  2. MakazhanAlpamys/Soup - Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. (8111 stars, Python, Model Development)
  3. jingyaogong/minimind - 🧠 Train a 64M-parameter LLM from scratch in just 2h! (63159 stars, Python, Model Development)
  4. huggingface/transformers - 🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both infe... (166939 stars, Python, Model Development)
  5. unslothai/unsloth - Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more. (77188 stars, Python, Model Development)
  6. tensorflow/tensorflow - An Open Source Machine Learning Framework for Everyone (200696 stars, C++, Model Development)
  7. ScrapeGraphAI/Scrapegraph-ai - Python scraper based on AI (31523 stars, Python, Model Development)
  8. worldbench/DiffusionOPSD - 🔥 On-Policy Self-Distillation in Diffusion Models (619 stars, Python, Model Development)
  9. karpathy/nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs. (63533 stars, Python, Model Development)
  10. scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python. (64577 stars, Python, Model Development)
  11. karpathy/nanochat - The best ChatGPT that $100 can buy. (58414 stars, Python, Model Development)
  12. google-deepmind/mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator. (15456 stars, C++, Model Development)
  13. harbor-framework/harbor - Framework for evaluating and improving agents (5818 stars, Python, Model Development)
  14. OpenDCAI/DataFlex - [NeurIPS 2026] DataFlex: A Unified Benchmark and Evaluation Platform for Data-Centric Training of Large Language Models (2925 stars, Python, Model Development)
  15. huggingface/lerobot - 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning (27931 stars, Python, Model Development)
  16. opencv/opencv - Open Source Computer Vision Library (91060 stars, C++, Model Development)
  17. hiyouga/LlamaFactory - Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) (75302 stars, Python, Model Development)
  18. allenai/Olmo-core - PyTorch building blocks for the OLMo ecosystem (1667 stars, Python, Model Development)
  19. scikit-learn/scikit-learn - scikit-learn: machine learning in Python (67468 stars, Python, Model Development)
  20. verl-project/verl - verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework (23746 stars, Python, Model Development)
  21. alexfrom0815/Online-3D-BPP-PCT - Code implementation of "Learning Efficient Online 3D Bin Packing on Packing Configuration Trees". We propose to enhance the practical applicability of o... (1067 stars, Python, Model Development)
  22. pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical fu... (49912 stars, Python, Model Development)
  23. Sumandora/remove-refusals-with-transformers - Implements harmful/harmless refusal removal using pure HF Transformers (2250 stars, Python, Model Development)
  24. zhengkid/Dream-RSI - The offical repo for "Dream-RSI: Recursive Self-Improvement through Evolving Worlds" (1349 stars, Unknown, Model Development)
  25. ml-explore/mlx - MLX: An array framework for Apple silicon (28645 stars, C++, Model Development)
  26. AI4Finance-Foundation/FinRL - FinRL®: Financial Reinforcement Learning. 🔥 (16546 stars, Jupyter Notebook, Model Development)
  27. optuna/optuna - A hyperparameter optimization framework (14884 stars, Python, Model Development)
  28. ostris/ai-toolkit - The ultimate training toolkit for finetuning diffusion models (12194 stars, Python, Model Development)
  29. isaac-sim/IsaacLab - Unified framework for robot learning with multi-physics/renderer support (8277 stars, Python, Model Development)
  30. marin-community/marin - Open-source framework for the research and development of foundation models. (3861 stars, Python, Model Development)
  31. PrimeIntellect-ai/prime-rl - Agentic RL Training at Scale (2121 stars, Python, Model Development)
  32. deepspeedai/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. (43178 stars, Python, Model Development)
  33. tinygrad/tinygrad - You like pytorch? You like micrograd? You love tinygrad! ❤️ (33696 stars, Python, Model Development)
  34. huggingface/datasets - 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools (22030 stars, Python, Model Development)
  35. huggingface/trl - Train transformer language models with reinforcement learning. (19449 stars, Python, Model Development)
  36. NVIDIA/Megatron-LM - Ongoing research training transformer models at scale (18067 stars, Python, Model Development)
  37. carla-simulator/carla - Open-source simulator for autonomous driving research. (14458 stars, C++, Model Development)
  38. google/or-tools - Google's Operations Research tools: (14146 stars, C++, Model Development)
  39. algorithmicsuperintelligence/openevolve - Open-source implementation of AlphaEvolve (7488 stars, Python, Model Development)
  40. starVLA/starVLA - StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing (3761 stars, Python, Model Development)
  41. jax-ml/jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more (36374 stars, Python, Model Development)
  42. Genesis-Embodied-AI/genesis-world - Simulation platform for general-purpose robotics & embodied AI learning. (30022 stars, Python, Model Development)
  43. karpathy/minGPT - A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training (24929 stars, Python, Model Development)
  44. NVIDIA-NeMo/Speech - A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Re... (18544 stars, Python, Model Development)
  45. modelscope/ms-swift - Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, I... (15780 stars, Python, Model Development)
  46. Physical-Intelligence/openpi - (14085 stars, Python, Model Development)
  47. areal-project/AReaL - The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible. (5810 stars, Python, Model Development)
  48. RLinf/RLinf - RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI (5432 stars, Python, Model Development)
  49. Lifelong-Robot-Learning/LIBERO - Benchmarking Knowledge Transfer in Lifelong Robot Learning (2380 stars, Jupyter Notebook, Model Development)
  50. Ahren09/UniSD - Official implementation for "Towards a Unified Self-Distillation Framework for Large Language Models" (https://arxiv.org/abs/2605.06597). (788 stars, Python, Model Development)
  51. karpathy/llm.c - LLM training in simple, raw C/CUDA (31094 stars, Cuda, Model Development)
  52. dmlc/xgboost - Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C and more. Runs on single machine, Hadoop... (28825 stars, C++, Model Development)
  53. HumanSignal/label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format (28398 stars, TypeScript, Model Development)
  54. ConardLi/easy-dataset - A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval (14968 stars, JavaScript, Model Development)
  55. google/sentencepiece - Unsupervised text tokenizer for Neural Network-based text generation. (12112 stars, C++, Model Development)
  56. CVHub520/X-AnyLabeling - X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combinin... (10595 stars, Python, Model Development)
  57. online-ml/river - 🌊 Online machine learning in Python (6121 stars, Python, Model Development)
  58. enactic/openarm - A fully open-source humanoid arm for physical AI research and deployment in contact-rich environments. (3560 stars, MDX, Model Development)
  59. NovaSky-AI/SkyRL - SkyRL: A Modular Full-stack RL Library for LLMs (2375 stars, Python, Model Development)
  60. whitecircle/halo - Halo is an open-source framework built by White Circle for training large language and multimodal models (814 stars, Python, Model Development)

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