AI Rank

Model Development AI Projects

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

Model Development tracks 4247 repositories with 9574811 total GitHub stars.

  1. unslothai/unsloth - Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more. (74003 stars, Python, Model Development)
  2. pathwaycom/arc-task-gen - Generates original ARC-AGI-1-style tasks distribution-matched to the public eval set. (3746 stars, Python, Model Development)
  3. c2g-dev/city2graph - Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis (1674 stars, Python, Model Development)
  4. z-lab/dflash - DFlash: Block Diffusion for Flash Speculative Decoding (5801 stars, Python, Model Development)
  5. harbor-framework/harbor - Framework for evaluating and improving agents (4449 stars, Python, Model Development)
  6. 0xSero/ai-data-extraction - extract all your personal data history from cursor, codex, claude-code, windsurf, and trae (1192 stars, Python, Model Development)
  7. radixark/miles - Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime. (2185 stars, Python, Model Development)
  8. jingyaogong/minimind - 🧠 Train a 64M-parameter LLM from scratch in just 2h! (54868 stars, Python, Model Development)
  9. ScrapeGraphAI/Scrapegraph-ai - Python scraper based on AI (29759 stars, Python, Model Development)
  10. OpenDCAI/DataFlow - Easy Data Preparation with latest LLMs-based Operators and Pipelines. (7598 stars, Python, Model Development)
  11. 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... (164281 stars, Python, Model Development)
  12. karpathy/nanochat - The best ChatGPT that $100 can buy. (57334 stars, Python, Model Development)
  13. AutoArk/TinyEngram - Research of DeepSeek Engram Architecture based on Qwen-3 and Stable Diffusion series. (1115 stars, Python, Model Development)
  14. hiyouga/LlamaFactory - Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) (74251 stars, Python, Model Development)
  15. THUDM/slime - slime is an LLM post-training framework for RL Scaling. (8158 stars, Python, Model Development)
  16. huggingface/lerobot - 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning (26774 stars, Python, Model Development)
  17. modelscope/ms-swift - Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, I... (15311 stars, Python, Model Development)
  18. Physical-Intelligence/openpi - (13395 stars, Python, Model Development)
  19. OpenDCAI/DataFlex - Data-centric LLM training with dynamic sample selection, domain mixture optimization, and example reweighting inside the LLaMA-Factory training loop. (2149 stars, Python, Model Development)
  20. tensorflow/tensorflow - An Open Source Machine Learning Framework for Everyone (197076 stars, C++, Model Development)
  21. ml-explore/mlx - MLX: An array framework for Apple silicon (28069 stars, C++, Model Development)
  22. opencv/opencv - Open Source Computer Vision Library (90518 stars, C++, Model Development)
  23. scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python. (63970 stars, Python, Model Development)
  24. karpathy/nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs. (62224 stars, Python, Model Development)
  25. dexmal/dexbotic - Dexbotic: Open-Source Vision-Language-Action Toolbox (1376 stars, Python, Model Development)
  26. pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration (102494 stars, Python, Model Development)
  27. google-deepmind/mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator. (14611 stars, C++, Model Development)
  28. HumanSignal/label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format (28098 stars, TypeScript, Model Development)
  29. NVIDIA/Megatron-LM - Ongoing research training transformer models at scale (17492 stars, Python, Model Development)
  30. newton-physics/newton - An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers. (5500 stars, Python, Model Development)
  31. tracel-ai/burn - Burn is a next generation tensor library and Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability. (15785 stars, Rust, Model Development)
  32. CVHub520/X-AnyLabeling - X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combinin... (10132 stars, Python, Model Development)
  33. petercorke/robotics-toolbox-python - Robotics Toolbox for Python (3410 stars, C++, Model Development)
  34. Roboparty/roboto_origin - Roboto_origin Fully Open-Source DIY Humanoid Robot/萝博头原型机全开源手搓级人形机器人 (2294 stars, Python, Model Development)
  35. ray-project/ray - Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads. (43568 stars, Python, Model Development)
  36. PufferAI/PufferLib - Puffing up reinforcement learning (6289 stars, C, Model Development)
  37. NVIDIA-NeMo/RL - Scalable toolkit for efficient model reinforcement (1928 stars, Python, Model Development)
  38. verl-project/verl - verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework (23044 stars, Python, Model Development)
  39. openai/tiktoken - tiktoken is a fast BPE tokeniser for use with OpenAI's models. (19044 stars, Python, Model Development)
  40. isaac-sim/IsaacSim - NVIDIA Isaac Sim™ is an open-source application on NVIDIA Omniverse for developing, simulating, and testing AI-driven robots in realistic virtual enviro... (3920 stars, Python, Model Development)
  41. Sumandora/remove-refusals-with-transformers - Implements harmful/harmless refusal removal using pure HF Transformers (2118 stars, Python, Model Development)
  42. karpathy/llm.c - LLM training in simple, raw C/CUDA (30838 stars, Cuda, Model Development)
  43. sunblaze-ucb/exploitgym - ExploitGym is a large-scale, realistic benchmark built from real-world vulnerabilities designed to evaluate AI agents' ability to develop exploits. (799 stars, C, Model Development)
  44. erwincoumans/pybullet_robots - Prototyping robots for PyBullet (F1/10 MIT Racecar, Sawyer, Baxter and Dobot arm, Boston Dynamics Atlas and Botlab environment) (563 stars, Python, Model Development)
  45. cvat-ai/cvat - Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and... (16554 stars, Python, Model Development)
  46. shengshu-ai/minWM - A Minimal and Elegant Framework & Tutorial for Real-Time Interactive World Models (793 stars, Python, Model Development)
  47. deepspeedai/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. (42969 stars, Python, Model Development)
  48. 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... (18182 stars, Python, Model Development)
  49. ostris/ai-toolkit - The ultimate training toolkit for finetuning diffusion models (11767 stars, Python, Model Development)
  50. facebookresearch/dinov3 - Reference PyTorch implementation and models for DINOv3 (11216 stars, Jupyter Notebook, Model Development)
  51. OpenMined/PySyft - Perform data science on data that remains in someone else's server (9954 stars, Python, Model Development)
  52. sktime/sktime - A unified framework for machine learning with time series (9953 stars, Python, Model Development)
  53. Blaizzy/mlx-vlm - MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX. (5376 stars, Python, Model Development)
  54. astroautomata/PySR - High-Performance Symbolic Regression in Python and Julia (3714 stars, Python, Model Development)
  55. Genesis-Embodied-AI/genesis-world - Simulation platform for general-purpose robotics & embodied AI learning. (29778 stars, Python, Model Development)
  56. AI4Finance-Foundation/FinRL - FinRL®: Financial Reinforcement Learning. 🔥 (16048 stars, Jupyter Notebook, Model Development)
  57. Farama-Foundation/Gymnasium - A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym) (12355 stars, Python, Model Development)
  58. google-deepmind/open_spiel - OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games. (5423 stars, C++, Model Development)
  59. camel-ai/oasis - 🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents. (5039 stars, Python, Model Development)
  60. NovaSky-AI/SkyRL - SkyRL: A Modular Full-stack RL Library for LLMs (2177 stars, Python, Model Development)

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