AI Rank

Model Development AI Projects

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

Model Development tracks 4103 repositories with 9176588 total GitHub stars.

  1. jingyaogong/minimind - 🧠「大模型」2小时完全从0训练64M的小参数LLM！Train a 64M-parameter LLM from scratch in just 2h! (49788 stars, Python, Model Development)
  2. unslothai/unsloth - Unsloth Studio is a web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally. (64222 stars, Python, Model Development)
  3. ScrapeGraphAI/Scrapegraph-ai - Python scraper based on AI (25271 stars, Python, Model Development)
  4. karpathy/nanoGPT - The simplest, fastest repository for training/finetuning medium-sized GPTs. (58060 stars, Python, Model Development)
  5. karpathy/nanochat - The best ChatGPT that $100 can buy. (53424 stars, Python, Model Development)
  6. 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... (160604 stars, Python, Model Development)
  7. verl-project/verl - verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework (21296 stars, Python, Model Development)
  8. hiyouga/LlamaFactory - Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) (71243 stars, Python, Model Development)
  9. pytorch/pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration (99896 stars, Python, Model Development)
  10. starVLA/starVLA - StarVLA: A Lego-like Codebase for Vision-Language-Action Model Developing (2380 stars, Python, Model Development)
  11. NVIDIA/earth2studio - Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows. (851 stars, Python, Model Development)
  12. ml-explore/mlx - MLX: An array framework for Apple silicon (26184 stars, C++, Model Development)
  13. huggingface/lerobot - 🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning (24006 stars, Python, Model Development)
  14. harbor-framework/harbor - Harbor is a framework for running agent evaluations and creating and using RL environments. (1931 stars, Python, Model Development)
  15. Physical-Intelligence/openpi - (11829 stars, Python, Model Development)
  16. OpenDCAI/DataFlow - Easy Data Preparation with latest LLMs-based Operators and Pipelines. (3521 stars, Python, Model Development)
  17. 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... (15845 stars, Python, Model Development)
  18. THUDM/slime - slime is an LLM post-training framework for RL Scaling. (5687 stars, Python, Model Development)
  19. 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. (42535 stars, Python, Model Development)
  20. huggingface/trl - Train transformer language models with reinforcement learning. (18376 stars, Python, Model Development)
  21. NVIDIA/Megatron-LM - Ongoing research training transformer models at scale (16332 stars, Python, Model Development)
  22. opencv/opencv - Open Source Computer Vision Library (87476 stars, C++, Model Development)
  23. pandas-dev/pandas - Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical fu... (48756 stars, Python, Model Development)
  24. karpathy/llm.c - LLM training in simple, raw C/CUDA (29899 stars, Cuda, Model Development)
  25. Robbyant/lingbot-world - Advancing Open-source World Models (3729 stars, Python, Model Development)
  26. tensorflow/tensorflow - An Open Source Machine Learning Framework for Everyone (195112 stars, C++, Model Development)
  27. HumanSignal/label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format (27312 stars, TypeScript, Model Development)
  28. NovaSky-AI/SkyRL - SkyRL: A Modular Full-stack RL Library for LLMs (1848 stars, Python, Model Development)
  29. facebookresearch/ai4animationpy - A Python framework for AI-driven character animation using neural networks. (1822 stars, Python, Model Development)
  30. ConardLi/easy-dataset - A powerful tool for creating datasets for LLM fine-tuning 、RAG and Eval (14238 stars, JavaScript, Model Development)
  31. modelscope/ms-swift - Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-R1, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, I... (14112 stars, Python, Model Development)
  32. PeterGriffinJin/Search-R1 - Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL (4697 stars, Python, Model Development)
  33. RLinf/RLinf - RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI (3339 stars, Python, Model Development)
  34. 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... (3200 stars, Python, Model Development)
  35. shap/shap - A game theoretic approach to explain the output of any machine learning model. (25420 stars, Jupyter Notebook, Model Development)
  36. AI4Finance-Foundation/FinRL - FinRL®: Financial Reinforcement Learning. 🔥 (15148 stars, Jupyter Notebook, Model Development)
  37. camel-ai/oasis - 🏝️ OASIS: Open Agent Social Interaction Simulations with One Million Agents. (4573 stars, Python, Model Development)
  38. scikit-learn/scikit-learn - scikit-learn: machine learning in Python (66073 stars, Python, Model Development)
  39. scrapy/scrapy - Scrapy, a fast high-level web crawling & scraping framework for Python. (61650 stars, Python, Model Development)
  40. state-spaces/mamba - Mamba SSM architecture (18248 stars, Python, Model Development)
  41. google-deepmind/mujoco - Multi-Joint dynamics with Contact. A general purpose physics simulator. (13475 stars, C++, Model Development)
  42. ostris/ai-toolkit - The ultimate training toolkit for finetuning diffusion models (10554 stars, Python, Model Development)
  43. rllm-org/rllm - Democratizing Reinforcement Learning for LLMs (5510 stars, Python, Model Development)
  44. Blaizzy/mlx-vlm - MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX. (4718 stars, Python, Model Development)
  45. thinking-machines-lab/tinker-cookbook - Post-training with Tinker (3278 stars, Python, Model Development)
  46. dexmal/dexbotic - Dexbotic: Open-Source Vision-Language-Action Toolbox (1024 stars, Python, Model Development)
  47. marin-community/marin - Open-source framework for the research and development of foundation models. (964 stars, Python, Model Development)
  48. louiszengCN/CarlaAir - CarlaAir: Fly Drones Inside a CARLA World!! A Unified Infrastructure for Air-Ground Embodied Intelligence (905 stars, C++, Model Development)
  49. optuna/optuna - A hyperparameter optimization framework (14162 stars, Python, Model Development)
  50. thuml/Time-Series-Library - A Library for Advanced Deep Time Series Models for General Time Series Analysis. (12254 stars, Python, Model Development)
  51. huggingface/tokenizers - 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production (10727 stars, Rust, Model Development)
  52. trevin-creator/autoresearch-mlx - Apple Silicon (MLX) port of Karpathy's autoresearch — autonomous AI research loops on Mac, no PyTorch required. (1578 stars, Python, Model Development)
  53. KEV0143/Comparative-analysis-of-hourly-load-forecasting-using-PatchTST-TFT-NHiTS-and-CatBoost - A comprehensive time-series benchmark evaluating state-of-the-art deep learning architectures (PatchTST, TFT, N-HiTS) against traditional gradient boost... (1100 stars, Python, Model Development)
  54. wuji3/Doraemon - A powerful baseline for image classification, face recognition and image retrieval with Pytorch (796 stars, Python, Model Development)
  55. deepspeedai/DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. (42326 stars, Python, Model Development)
  56. CVHub520/X-AnyLabeling - Effortless data labeling with AI support from Segment Anything and other awesome models. (9077 stars, Python, Model Development)
  57. shibing624/MedicalGPT - MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。 (5387 stars, Python, Model Development)
  58. Gen-Verse/OpenClaw-RL - OpenClaw-RL: Train any agent simply by talking (5309 stars, Python, Model Development)
  59. newton-physics/newton - An open-source, GPU-accelerated physics simulation engine built upon NVIDIA Warp, specifically targeting roboticists and simulation researchers. (4902 stars, Python, Model Development)
  60. RoboTwin-Platform/RoboTwin - RoboTwin 2.0 Offical Repo (2314 stars, Python, Model Development)

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