"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
3,388 stars
200 forks
161 projects
Last updated: 20 Oct 2025
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
1,599 stars
219 forks
1,704 projects
Last updated: 30 Sep 2025
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
766 stars
64 forks
1,402 projects
Last updated: 01 Oct 2025
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
506 stars
29 forks
1,471 projects
Last updated: 02 Sep 2025
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
342 stars
22 forks
611 projects
Last updated: 13 Sep 2025
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
143 stars
6 forks
126 projects
Last updated: 09 Sep 2025
awesome-multimodal-token-compression
Survey: https://arxiv.org/pdf/2507.20198
awesome-list efficient-ai efficient-mllm long-context mllm model-acceleration token-compression
140 stars
11 forks
135 projects
Last updated: 21 Sep 2025
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
53 stars
0 forks
124 projects
Last updated: 22 Aug 2025
Awesome-Multimodal-Reasoning
Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models
chain-of-thought cot image-generation image-reasoning image-understanding large-language-models llm lvlm mllm multimodal-learning
41 stars
0 forks
216 projects
Last updated: 27 Oct 2025
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
38 stars
4 forks
218 projects
Last updated: 14 Oct 2025
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
1 stars
0 forks
38 projects
Last updated: 31 Jul 2025