Official implementation for "DK-VLM: Geometry as Position for Spatial Reasoning in Vision-Language Models"
๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
SGLang is a high-performance serving framework for large language models and multimodal models.
Production ready toolkit to run AI locally
https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/
An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!
๐ Train a 65M-parameter VLM from scratch in just 2h!
Run frontier LLMs and VLMs locally on Qualcomm devices across NPU, GPU, and CPU with a few lines of code
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.
๐A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.๐
One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks
Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks
Everything about the SmolLM and SmolVLM family of models
High-performance Inference and Deployment Toolkit for LLMs and VLMs based on PaddlePaddle
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
Collection of AWESOME vision-language models for vision tasks
TokenSpeed is a speed-of-light LLM inference engine.
[EMNLP-2024] Build multimodal language agents for fast prototype and production
GLM-4.6V/4.5V/4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning
A tool to convert a Wallpaper's color scheme / palette, OCR with VLM's Traditional & Hybrid, Image Compression ,color palette extraction, image upsacling with Adversarial Networks and more image processing features.
HunyuanOCR-1.5: Making Lightweight OCR VLMs Faster and Better
NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.
A curated list of awesome LLM/VLM/VLA/World Model for Autonomous Driving(LLM4AD) resources (continually updated)
Production-grade C++ edge AI engine for video analytics and on-device VLM across Sophon, Rockchip RKNN, and x86, with visual orchestration, real-time OSD, events, and reproducible benchmarks.
OpenGUI is an Android GUI agent framework for phone-use AI that can see, plan, and operate real mobile apps through the GUI.
VLX-Seek is an efficient VLM that grounds fine-grained visual targets with high precision in wild environments.
High-performance, privacy-first on-device AI inference library for React Native, powered by PyTorch's ExecuTorch runtime
Model compression toolkit engineered for enhanced usability, comprehensiveness, and efficiency.
Awesome-Jailbreak-on-LLMs is a collection of state-of-the-art, novel, exciting jailbreak methods on LLMs. It contains papers, codes, datasets, evaluations, and analyses.
PTQ-Level Efficiency, QAT-Level Accuracy|่ฎญ็ปๅ้ๅ็ๆ็๏ผ้ๅๆ็ฅ่ฎญ็ป็็ฒพๅบฆ
Open-source LLM/VLM load balancer and serving platform for self-hosting LLMs (and VLMs) at scale ๐๐ฆ Alternative to projects like llm-d, Docker Model Runner, etc but with less moving parts and simple deployments built around ggml ecosystem. Runs on CPU and GPU.
A high-performance inference engine for LLM, VLM, DiT and REC models, optimized for diverse AI accelerators. It is hosted in OpenAtom Foundation.
Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.
Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit
Aircraft design optimization made fast through computational graph transformations (e.g., automatic differentiation). Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.
ๆบๆขฐ่+ๅคงๆจกๅ+ๅคๆจกๆ=ไบบๆบๅไฝๅ ท่บซๆบ่ฝไฝ
AI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
An open-sourced end-to-end VLM-based GUI Agent
๐ Pytorch Distributed native training library for LLMs/VLMs with OOTB Hugging Face support
A paper list of some recent works about Token Compress for Vit and VLM
vMLX - Use MLX models easily - JANGQ (GGUF for MLX) - Not dependant on mlx_vlm
Unified Codebase for Advanced World Models.
LLMs and VLMs with MLX Swift
[EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research ยท ๆต่งๅจ้่ฟ่ก็ๅฎๅๆจกๆๅจ ยท Browser-hosted Android Simulator ยท Verifiable Evaluation ยท Scalable Online RL Training
An open-weight 11B model series for long-form and real-time video understanding
Dingo: A Comprehensive AI Data, Model and Application Quality Evaluation Tool
An all-in-one VLA engineering platform for embodied AI โ from data to real-robot deployment.
This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]
A high-performance framework for training LLMs, VLMs, diffusion, and embodied models on NVIDIA GPUs and Kunlun XPUs. Supports Pi0.5, GR00T-N1.7, FastWAM, Cosmos3, DreamZero, DeepSeek-V4, GLM-5.3, Kimi-K3 and more.
Go with your own intelligence - Write Go applications that directly integrate llama.cpp for local inference using hardware acceleration on Linux, macOS, Windows, & WebAssembly.
๐ค Optimum Intel: Accelerate inference with Intel optimization tools
Node Creative Coding / 3D / Image Processing tool inspired by Quartz Composer
RAI is a vendor agnostic agentic framework for Physical AI robotics, utilizing ROS 2 tools to perform complex actions, defined scenarios, free interface execution, log summaries, voice interaction and more.