π₯π₯π₯ A curated list of papers on LLMs-based multimodal generation (image, video, 3D and audio).
β539Apr 4, 2025Updated 11 months ago
Alternatives and similar repositories for Awesome-LLMs-meet-Multimodal-Generation
Users that are interested in Awesome-LLMs-meet-Multimodal-Generation are comparing it to the libraries listed below
Sorting:
- Let's finetune video generation models!β545Sep 15, 2025Updated 5 months ago
- A curated list of recent diffusion models for video generation, editing, and various other applications.β5,489Feb 28, 2026Updated last week
- Code for FreeTraj, a tuning-free method for trajectory-controllable video generationβ111Sep 19, 2025Updated 5 months ago
- [ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.β1,887Jan 8, 2026Updated 2 months ago
- π This is a repository for organizing papers, codes and other resources related to unified multimodal models.β801Oct 10, 2025Updated 4 months ago
- Official repository of "GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing"β311Sep 28, 2025Updated 5 months ago
- Autoregressive Model Beats Diffusion: π¦ Llama for Scalable Image Generationβ1,937Aug 15, 2024Updated last year
- [ICLR 2024] Code for FreeNoise based on VideoCrafterβ427Aug 25, 2025Updated 6 months ago
- [CVPR 2025] Official code of "DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longβ¦β322Mar 30, 2025Updated 11 months ago
- [ICLR 2025] Autoregressive Video Generation without Vector Quantizationβ631Oct 29, 2025Updated 4 months ago
- Official Implementation of VideoDPOβ161Jun 1, 2025Updated 9 months ago
- Official PyTorch implementation of DiffMoE, TC-DiT, EC-DiT and Dense DiTβ166Oct 21, 2025Updated 4 months ago
- [ICLR 2024 Spotlight] Official implementation of ScaleCrafter for higher-resolution visual generation at inference time.β510Mar 7, 2024Updated 2 years ago
- [NeurIPS 2025] T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoTβ430Sep 18, 2025Updated 5 months ago
- [CSUR] A Survey on Video Diffusion Modelsβ2,279Jun 27, 2025Updated 8 months ago
- [ArXiv 2025] A survey about controllable video generation: This repo is the official awesome of "Controllable video generation: A surveyβ¦β684Nov 11, 2025Updated 3 months ago
- A reading list of video generationβ674Updated this week
- SEED-Voken: A Series of Powerful Visual Tokenizersβ997Nov 25, 2025Updated 3 months ago
- [NeurIPS 2025 Spotlight] A Unified Tokenizer for Visual Generation and Understandingβ513Nov 14, 2025Updated 3 months ago
- [ICCV 2025] Prompt-A-Videoβ22Feb 2, 2025Updated last year
- [CVPR 2024] Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachersβ674Oct 25, 2024Updated last year
- This repo contains the code for 1D tokenizer and generatorβ1,120Mar 20, 2025Updated 11 months ago
- LVDM: Latent Video Diffusion Models for High-Fidelity Long Video Generationβ504Nov 16, 2024Updated last year
- collection of diffusion model papers categorized by their subareasβ2,161Updated this week
- [Survey] Next Token Prediction Towards Multimodal Intelligence: A Comprehensive Surveyβ476Jan 17, 2025Updated last year
- Official implementation of the paper "Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Viβ¦β237Mar 19, 2025Updated 11 months ago
- [CVPR 2024] Seeing and Hearing: Open-domain Visual-Audio Generation with Diffusion Latent Alignersβ155Jul 6, 2024Updated last year
- [NeurIPS 2024 Best Paper Award][GPT beats diffusionπ₯] [scaling laws in visual generationπ] Official impl. of "Visual Autoregressive Modβ¦β8,629Nov 10, 2025Updated 3 months ago
- A collection of resources on controllable generation with text-to-image diffusion models.β1,111Dec 31, 2024Updated last year
- A collection of awesome video generation studies.β744Dec 27, 2025Updated 2 months ago
- This is a repo to track the latest autoregressive visual generation papers.β431Jun 25, 2025Updated 8 months ago
- [TMLR 2025π₯] A survey for the autoregressive models in vision.β788Nov 8, 2025Updated 4 months ago
- β4,582Sep 14, 2025Updated 5 months ago
- Lumina-T2X is a unified framework for Text to Any Modality Generationβ2,253Feb 16, 2025Updated last year
- Next-Token Prediction is All You Needβ2,367Jan 12, 2026Updated last month
- PixArt-Ξ±: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesisβ3,281Oct 31, 2024Updated last year
- Latest Advances on Multimodal Large Language Modelsβ17,416Updated this week
- [CVPR 2025 Oral]Infinity β : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesisβ1,552Nov 10, 2025Updated 3 months ago
- [ICLR 2024 Spotlight] DreamLLM: Synergistic Multimodal Comprehension and Creationβ459Dec 2, 2024Updated last year