[CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
☆1,521Dec 16, 2025Updated 7 months ago
Alternatives and similar repositories for LightningDiT
Users that are interested in LightningDiT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think☆1,696Mar 16, 2025Updated last year
- [ICCV 2025] Official implementation of the paper: REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers☆512Dec 6, 2025Updated 8 months ago
- Official PyTorch Implementation of "Diffusion Transformers with Representation Autoencoders"☆1,988Feb 25, 2026Updated 5 months ago
- [ECCV 2026] Towards Scalable Pre-training of Visual Tokenizers for Generation☆500Apr 15, 2026Updated 3 months ago
- [CVPR 2026] DDT: Decoupled Diffusion Transformer☆415May 22, 2026Updated 2 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838☆1,947Feb 20, 2026Updated 5 months ago
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,467May 7, 2026Updated 3 months ago
- PyTorch implementation of JiT https://arxiv.org/abs/2511.13720☆2,492Dec 8, 2025Updated 8 months ago
- [ICML'26] Code and website for Self-Flow: Self-Supervised Flow Matching for Scalable Multi-Modal Synthesis☆736May 23, 2026Updated 2 months ago
- [ICLR 2026] Official PyTorch Implementation of "Latent Diffusion Model Without Variational Autoencoder".☆465Dec 15, 2025Updated 7 months ago
- ☆553May 1, 2026Updated 3 months ago
- [NeurIPS 2025 Oral] Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think☆275Oct 4, 2025Updated 10 months ago
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,425Mar 5, 2025Updated last year
- [ICML'25] EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling.☆184Mar 18, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆323May 29, 2025Updated last year
- This repo contains the code for 1D tokenizer and generator☆1,172Mar 20, 2025Updated last year
- [CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis☆1,587Apr 16, 2026Updated 3 months ago
- Pixel-Space Generative Models☆317May 11, 2025Updated last year
- [ICLR 2026 Oral] DiffusionNFT: Online Diffusion Reinforcement with Forward Process☆1,011Feb 10, 2026Updated 6 months ago
- Official PyTorch Implementation of "Latent Denoising Makes Good Visual Tokenizers"☆196Feb 24, 2026Updated 5 months ago
- [NeurIPS 2025 Spotlight] A Unified Tokenizer for Visual Generation and Understanding☆530Nov 14, 2025Updated 8 months ago
- PyTorch implementation of MeanFlow & iMF (one-step generative modeling).☆1,188Jul 1, 2026Updated last month
- [ICLR 2026] Official implementation for What matters for Representation Alignment: Global Information or Spatial Structure?☆261Dec 15, 2025Updated 7 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,965Aug 15, 2024Updated last year
- Official implementation of BLIP3o-Series☆1,665Nov 29, 2025Updated 8 months ago
- Scaling Text-to-Image Diffusion Transformers with Representation Autoencoders☆257Feb 13, 2026Updated 6 months ago
- Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"☆1,200Dec 22, 2025Updated 7 months ago
- This repository includes the official implementation of our paper "Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generat…☆251Oct 12, 2025Updated 10 months ago
- A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes…☆4,681Jan 5, 2026Updated 7 months ago
- [ICCV 2025] Official repo for "GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation"☆204Jan 7, 2026Updated 7 months ago
- rCM & Causal-rCM: Leading and Unified Algorithms/Infrastructures for Bidirectional/Autoregressive Video Diffusion Distillation at Scale☆780Jun 25, 2026Updated last month
- [CVPR 2025] DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention☆185Mar 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2026] Self-Representation Alignment for Diffusion Transformers (SRA)☆153Jul 29, 2026Updated 2 weeks ago
- Official implementation of Tuna-2: Pixel Embeddings Beat Vision Encoders for Unified Understanding and Generation☆747Jul 22, 2026Updated 3 weeks ago
- Open-source unified multimodal model☆6,144May 4, 2026Updated 3 months ago
- Official Implemenation for RAEv2: Improved Baselines with Representation Autoencoders☆317May 21, 2026Updated 2 months ago
- SEED-Voken: A Series of Powerful Visual Tokenizers☆1,020Nov 25, 2025Updated 8 months ago
- [CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".☆464Aug 8, 2025Updated last year
- (CVPR 2025) From Slow Bidirectional to Fast Autoregressive Video Diffusion Models☆1,420Aug 7, 2025Updated last year