simular-ai / Agent-S

Agent S: the state-of-the-art open source computer use agents

TeleAI-UAGI / Awesome-Agent-Memory

Curated systems, benchmarks, and papers etc. on memory for LLMs/MLLMs --- long-term context, retrieval, and reasoning.

any2any-mllm / Omni-IO-Skill

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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, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

Yinsongxu / LLM2Jev

Turn local language models into Jev-style structured decision models. Get results from text and images with prefill alone—no token-by-token decoding required.

microsoft / unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

Sun-Haoyuan23 / Awesome-RL-based-Reasoning-MLLMs

This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

EvolvingLMMs-Lab / LLaVA-OneVision-2

Fully Open Framework for Democratized Multimodal Training

yaotingwangofficial / Awesome-MCoT

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

EnnengYang / Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

ChocoWu / Awesome-Scene-Graph-Generation

This is a repository for listing papers on scene graph generation and application.

cafferychen777 / mLLMCelltype

Cell type annotation for single-cell RNA-seq using multi-LLM consensus

ZebangCheng / Emotion-LLaMA

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning

OpenEnvision / Awesome-Multimodal-Modeling

Awesome Multimodal Modeling [Covers MLLM, UMM, and NMM]

lucasjinreal / Crane

A Pure Rust based LLM, VLM, VLA, TTS, OCR Inference Engine, powering by Candle & Rust. Alternate to your llama.cpp but much more simpler and cleaner..

llmllmllm / BPW

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HVision-NKU / OraRL

🎬 OraRL — Annotations as Rollouts for efficient, scalable reinforcement learning of unified video MLLMs.

FFY0 / VisionWeave

Repo of VisionWeave: Weaving Elastic Visual Representations as a Native Capability of MLLMs

0xBakeer / TandemLLM

An environment where open models work as agents: a first-level harness with routing, skills, memory and sandboxed tools, on an engine that drafts and verifies its own tokens.

openfabric-systems / simllm

Network-faithful simulation of LLM serving and training deployments

siamcafe / bomllm

Self-hosted AI platform on Apple Silicon — production-proven, Thai-optimized, $3.50/day

cvlab-kaist / Imagine3D-LLM

Official implementation of "[NeurIPS'2026] Imagine3D-LLM: Teaching MLLMs to Imagine 3D Scenes Before Answering"

OpenGVLab / RSI-Nav

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AlmoonYsl / DVD

Official implementation of "DVD: Dynamic Vector Decoding for Efficient MLLM-based Perception"

UbiquitousLearning / mllm

Fast Multimodal LLM on Mobile Devices