Topics / #model

Model projects on GitHub

Machine learning models and their training or deployment; scope varies.

As of , the most-starred Model projects on GitHub are vllm (94.1K stars), models (77.6K stars) and llama (59.6K stars). GitHub.Locker tracks 29 Model repositories with 523.6K stars combined. The fastest-growing on October 17 was vllm, with +69 stars in a day.

29Projects
523.6KStars in total
+138Stars in a day
Browse in the catalog →github.com/topics/model ↗

Hot right now

Most stars gained in a day · Oct 17

+69

vllm

vllm-project/vllm · ★ 94.1K

vLLM is a library for fast LLM inference and serving, built around PagedAttention for efficient memory management of attention keys and values.

+11

Hy-MT2

Tencent-Hunyuan/Hy-MT2 · ★ 1.3K

Hy-MT2 is Tencent Hunyuan's family of 'fast-thinking' multilingual translation models, released in three sizes (1.8B, 7B, and 30B-A3B MoE), that translate among 33 languages and follow complex translation instructions.

+8

Kimi-K3

MoonshotAI/Kimi-K3 · ★ 8.9K

Kimi K3 is MoonshotAI's open-weight, native multimodal agentic model — a 2.8T-parameter Mixture-of-Experts system built for frontier-level long-horizon coding, agentic knowledge work, and reasoning.

+7

mcp-for-beginners

microsoft/mcp-for-beginners · ★ 17.5K

This is a free, open-source curriculum from Microsoft that teaches the Model Context Protocol (MCP) — the standard that lets AI models connect to tools and services — through hands-on code examples in C#, Java, TypeScript, JavaScript, Rust, and Python.

The all-time top

29 projects · by stars

  1. #1 · vllm-project/vllm

    vllm

    vLLM is a library for fast LLM inference and serving, built around PagedAttention for efficient memory management of attention keys and values.

    94.1K
  2. #2 · tensorflow/models

    models

    TensorFlow Model Garden is a repository of state-of-the-art model implementations and examples built with TensorFlow, covering officially maintained models, research models, and a curated community list.

    77.6K
  3. #3 · meta-llama/llama

    llama

    This is Meta's reference inference code for running Llama 2 language models (7B to 70B parameters) locally, letting you load pre-trained or chat fine-tuned weights and generate text completions.

    59.6K
  1. 4

    yolov5

    58.2Kultralytics/yolov5 · Python

    YOLOv5 is a fast, accurate, and easy-to-use computer vision model from Ultralytics for object detection, instance segmentation, and image classification, built on PyTorch.

  2. 5

    netron

    33.6Klutzroeder/netron · JavaScript

    Netron is a viewer for neural network, deep learning and machine learning models that lets you open a model file and visually inspect its graph, layers and weights.

  3. 6

    spleeter

    28.5Kdeezer/spleeter · Python

    Spleeter is Deezer's source separation library: pretrained models, written in Python on TensorFlow, that split a song into stems like vocals, drums, bass and piano. It ships 2-, 4- and 5-stem variants, and the 2- and 4-stem models score high on the musdb dataset.

  4. 7

    backbone

    28.1Kjashkenas/backbone · JavaScript

    Backbone.js gives structure to JavaScript-heavy applications through Models with key-value binding and custom events, Collections with a rich enumerable API, and Views with declarative event handling, all tied together by syncing data over a RESTful JSON interface.

  5. 8

    MiniGPT-4

    25.6KVision-CAIR/MiniGPT-4 · Python

    This is the open-sourced research code for MiniGPT-4 and MiniGPT-v2, two vision-language models that use a large language model as the interface for understanding and chatting about images.

  6. 9

    mcp-for-beginners

    17.5Kmicrosoft/mcp-for-beginners · Jupyter Notebook

    This is a free, open-source curriculum from Microsoft that teaches the Model Context Protocol (MCP) — the standard that lets AI models connect to tools and services — through hands-on code examples in C#, Java, TypeScript, JavaScript, Rust, and Python.

  7. 10

    awesome-mlops

    14.2Kvisenger/awesome-mlops

    A curated list of references for MLOps (Machine Learning Operations) — links to articles, books, courses, papers, tools and communities about running machine learning systems in production.

  8. 11

    PaddleFormers

    13KPaddlePaddle/PaddleFormers · Python

    PaddleFormers is a Transformers-style library built on Baidu's PaddlePaddle deep learning framework, giving the PaddlePaddle ecosystem the same kind of model interface and training workflow as Hugging Face Transformers, with full training support for 100+ LLMs and vision-language models.

  9. 12

    open-llms

    12.9Keugeneyan/open-llms

    A curated list of open large language models (LLMs) that are licensed for commercial use, such as Apache 2.0, MIT, or OpenRAIL-M licenses.

  10. 13

    MathModel

    12.4Kzhanwen/MathModel · TeX

    A large Chinese repository collecting resources for mathematical modeling competitions: contest problems and award-winning papers from China's graduate and undergraduate math modeling contests (and some American MCM papers), plus LaTeX/Word paper templates, algorithm mind maps, textbooks, and Matlab tutorials.

  11. 14

    LAVIS

    11.3Ksalesforce/LAVIS · Jupyter Notebook

    LAVIS is a Python deep learning library for language-and-vision research, offering a unified interface to 10+ multimodal tasks, 20+ datasets, and 30+ pretrained foundation models like BLIP, BLIP-2, ALBEF, and CLIP.

  12. 15

    Chinese-BERT-wwm

    10.2Kymcui/Chinese-BERT-wwm · Python

    This project releases a family of pre-trained Chinese BERT models trained with Whole Word Masking (WWM), including BERT-wwm, BERT-wwm-ext, RoBERTa-wwm-ext, RoBERTa-wwm-ext-large, and smaller RBT3/RBT4/RBT6/RBTL3 variants, published alongside a paper in IEEE/ACM TASLP.

  13. 16

    moondream

    10.1Km87-labs/moondream · Python

    Moondream is a tiny, open-source vision language model that understands images — captioning, visual question answering, and object detection — while being small enough to run almost anywhere.

  14. 17

    Kimi-K3

    8.9KMoonshotAI/Kimi-K3

    Kimi K3 is MoonshotAI's open-weight, native multimodal agentic model — a 2.8T-parameter Mixture-of-Experts system built for frontier-level long-horizon coding, agentic knowledge work, and reasoning.

  15. 18

    deepopen

    2Kdeepopen-com/deepopen · Python

    DeepOpen is an open-source, non-autoregressive 'System 1' decision engine: instead of generating text token-by-token like an LLM, it makes typed decisions (choice, score, or boolean) over text, email, tickets or JSON in a single forward pass, across 100+ languages, in as little as 33ms.

  16. 19

    Hy-MT2

    1.3KTencent-Hunyuan/Hy-MT2 · Python

    Hy-MT2 is Tencent Hunyuan's family of 'fast-thinking' multilingual translation models, released in three sizes (1.8B, 7B, and 30B-A3B MoE), that translate among 33 languages and follow complex translation instructions.

  17. 20

    MiniMax-Music3

    963MiniMax-AI/MiniMax-Music3

    MiniMax Music 3 is a music generation model that creates complete songs up to five minutes long from lyrics and a music description, producing 32 kHz 16-bit stereo WAV audio with coherent structure and expressive vocals.

  18. 21

    SolarWM

    777Junchao-cs/SolarWM · Python

    SolarWM is a fully open foundation for building interactive video world models, covering data preparation, scalable multi-backbone training, and long-horizon inference.

  19. 22

    code-world-model

    512buaacyw/code-world-model · Python

    Code World Model (CWM) is an academic research project on using a coding agent as a 'world brain', released with a public LoRA checkpoint and example data for reproducing experiments.

  20. 23

    Qwen3.8-Flash-Next

    433QwenLM/Qwen3.8-Flash-Next

    Qwen3.8-Flash-Next is an open-weight multimodal Mixture-of-Experts foundation model from Alibaba's Qwen Team, also serving as an early preview of the architecture Alibaba plans to use for the upcoming Qwen4 model family.

  21. 24

    jeeves

    425PostHog/jeeves · Python

    Jeeves is a reasoning-enhanced 'Jev-like' decision model built on Qwen3.5-9B with LoRA. It thinks through a reasoning chain before giving calibrated yes/no, multiple-choice, or rating answers, and ships with a diffusion drafter for faster inference.

  22. 25

    agent-jev

    389malevrigns/agent-jev · Python

    AgentJev-0.6B is a tiny 'System One' decision model for AI agent loops: you feed it unstructured state (diffs, traces, logs) plus structured boolean, choice, or score questions, and it returns calibrated probability distributions in one ~50ms forward pass without decoding any text.

  23. 26

    qwen38-uncensored

    366Wassimyounes01/qwen38-uncensored · JavaScript

    A Node.js install harness that sets up Qwen 3.8 27B as a fully uncensored local model, using weight-level abliterated GGUF weights plus a reinforcement SYSTEM prompt, runnable through Ollama or Apple's MLX.

  24. 27

    LLaDA-Image

    261inclusionAI/LLaDA-Image · Python

    LLaDA-Image is an open-source 6B-parameter unified model family for high-quality text-to-image generation and instruction-guided image editing, released as a 50-step Base model and a 4-step distilled Turbo model.

  25. 28

    ComfyUI_MinimaxH3HybridLoader

    180scottmudge/ComfyUI_MinimaxH3HybridLoader · Python

    A custom ComfyUI node that loads a MiniMax H3 (audio+video DiT) checkpoint by merging selected tensor groups from a second 'overlay' checkpoint onto a 'base' checkpoint, producing a hybrid that ComfyUI treats exactly like a normal loaded model.

  26. 29

    gemma4.c

    176qmog-ai/gemma4.c · C

    gemma4.c is a CPU inference runtime for Google's Gemma 4 E2B model written in about 700 lines of pure C, built to show how LLM inference actually works under the hood.

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