"mllm" Awesome Lists
Awesome-LLM-Reasoning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
awesome chain-of-thought chatgpt cot deepseek deepseek-r1 gpt gpt-4o in-context-learning language-models
3,686 stars
213 forks
163 projects
Last updated: 23 Sep 2026
awesome-yolo-object-detection
🚀🚀🚀 A collection of some awesome public YOLO object detection series projects and the related object detection datasets.
cuda datasets deepseek few-shot-object-detection gui llama llm mllm object-detection object-detection-datasets
1,789 stars
241 forks
1,704 projects
Last updated: 17 Sep 2026
awesome-vlm-architectures
Curated visual catalog of 155+ vision-language model (VLM/MLLM) architectures: papers, diagrams, training recipes, datasets, and a release timeline for multimodal AI agents.
ai-agents architecture-diagrams arxiv awesome awesome-list computer-vision deep-learning foundation-models large-multimodal-models mllm
1,311 stars
55 forks
209 projects
Last updated: 05 Sep 2026
awesome-llm-and-aigc
🚀🚀🚀A collection of some awesome public projects about Large Language Model(LLM), Vision Language Model(VLM), Vision Language Action(VLA), AI Generated Content(AIGC), the related Datasets and Applications.
ai4s ai4science aigc awesome-list cuda datasets deepseek gpt langchain llama
814 stars
79 forks
1,402 projects
Last updated: 15 Sep 2026
Awesome-Scene-Graph-Generation
This is a repository for listing papers on scene graph generation and application.
mllm mllm-for-sg scene-graph scene-graph-generation scene-graph-to-image
727 stars
51 forks
525 projects
Last updated: 10 Sep 2026
Awesome-LLMs-meet-Multimodal-Generation
🔥🔥🔥 A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).
aigc large-language-models large-vision-language-models llm lvlm mllm multimodal-generation multimodal-large-language-models multimodal-models multimodality
552 stars
33 forks
1,471 projects
Last updated: 10 Sep 2026
Awesome-Multimodal-Modeling
Awesome Multimodal Modeling [Covers MLLM, UMM, and NMM]
awesome awesome-list mllm multimodal nmm umm vlm
541 stars
28 forks
391 projects
Last updated: 27 Aug 2026
Awesome-GUI-Agents
A curated collection of resources, tools, and frameworks for developing GUI Agents.
458 stars
32 forks
80 projects
Last updated: 18 Sep 2026
awesome-multimodal-token-compression
[TMLR 2026] Survey: https://arxiv.org/pdf/2507.20198
awesome-list efficient-ai efficient-mllm long-context mllm model-acceleration token-compression
387 stars
23 forks
84 projects
Last updated: 27 Aug 2026
Awesome_Multimodel_LLM
Awesome_Multimodel is a curated GitHub repository that provides a comprehensive collection of resources for Multimodal Large Language Models (MLLM). It covers datasets, tuning techniques, in-context learning, visual reasoning, foundational models, and more. Stay updated with the latest advancement.
chatgpt dataset gpt llm mllm multimodel nlp pretrained-models
378 stars
25 forks
614 projects
Last updated: 10 Sep 2026
Awesome-Interleaving-Reasoning
Interleaving Reasoning: Next-Generation Reasoning Systems for AGI
awesome cot deep-research deepseek deepseek-r1 gpt llm mllm openai-o1 openai-o3
283 stars
12 forks
128 projects
Last updated: 20 Aug 2026
awesome-VLLMs
This repository collects papers on VLLM applications. We will update new papers irregularly.
application embodied llm mllm reasoning-agent survey vllm vlm vqa
221 stars
16 forks
465 projects
Last updated: 01 Aug 2026
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal LLMs
agent chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm mllm multimodal-learning
101 stars
10 forks
1,194 projects
Last updated: 22 Sep 2026
awesomemultimodel
【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型(LLMs),大模型高效微调(SFT),检索增强生成(RAG),智能体(Agent),PPT自动生成, 角色扮演,文生图(Stable Diffusion) ,图像文字识别(OCR),语音识别(ASR),语音合成(TTS),人像分割(SA),多模态(VLM),Ai 换脸(Face Swapping), 文生视频(VD),图生视频(SVD),Ai 动作迁移,Ai 虚拟试衣,数字人,全模态理解(Omni),Ai音乐生成 干货学习 等 实战与经验。
agent animate asr face-recognition llm llms mllm ocr omni peft-fine-tuning-llm
74 stars
7 forks
218 projects
Last updated: 10 Aug 2026
awesome-mllm-uncertainty
✨A curated list of papers on the uncertainty in multi-modal large language model (MLLM).
large-language-models large-vision-language-models large-vision-models mllm multi-modal uncertainty uncertainty-estimation uncertainty-quantification
59 stars
0 forks
124 projects
Last updated: 08 Jul 2026
awesome-mllm-guardrails
A curated list of LLM/MLLM guardrails, safety benchmarks, guard models, jailbreak attacks, moderation datasets, and evaluation tools.
ai-safety awesome-list content-moderation guardrails jailbreak llm llm-guardrails llm-safety mllm multimodal-safety
31 stars
6 forks
179 projects
Last updated: 25 Sep 2026
awesome-r1
A curated list of research papers, models, and resources related to R1-style reasoning models following DeepSeek-R1's breakthrough in January 2025.
awesome deepseek-r1 llm lmm mllm r1 reasoning-models reward-model thinking vlm
4 stars
0 forks
38 projects
Last updated: 17 Apr 2026