[CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models
☆1,456Dec 16, 2025Updated 4 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☆1,621Mar 16, 2025Updated last year
- PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838☆1,904Feb 20, 2026Updated 2 months ago
- [ICCV 2025] Official implementation of the paper: REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers☆489Dec 6, 2025Updated 4 months ago
- This repo contains the code for 1D tokenizer and generator☆1,145Mar 20, 2025Updated last year
- [CVPR 2025] DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention☆179Mar 1, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis☆1,564Apr 16, 2026Updated 2 weeks ago
- Pixel-Space Generative Models☆310May 11, 2025Updated 11 months ago
- [CVPR 2026] DDT: Decoupled Diffusion Transformer☆387Aug 22, 2025Updated 8 months ago
- Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation☆1,948Aug 15, 2024Updated last year
- [ICCV 2025] Official repo for "GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation"☆203Jan 7, 2026Updated 3 months ago
- Official PyTorch Implementation of "SiT: Exploring Flow and Diffusion-based Generative Models with Scalable Interpolant Transformers"☆1,160Dec 22, 2025Updated 4 months ago
- This repository includes the official implementation of our paper "Beyond Next-Token: Next-X Prediction for Autoregressive Visual Generat…☆249Oct 12, 2025Updated 6 months ago
- [NeurIPS 2025 Spotlight] A Unified Tokenizer for Visual Generation and Understanding☆522Nov 14, 2025Updated 5 months ago
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,232Nov 4, 2025Updated 6 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICML'25] EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling.☆180Mar 18, 2026Updated last month
- SEED-Voken: A Series of Powerful Visual Tokenizers☆1,003Nov 25, 2025Updated 5 months ago
- Pytorch implementation for the paper titled "SimpleAR: Pushing the Frontier of Autoregressive Visual Generation"☆429Jun 20, 2025Updated 10 months ago
- PyTorch implementation of FractalGen https://arxiv.org/abs/2502.17437☆1,233Feb 25, 2025Updated last year
- Official implementation of BLIP3o-Series☆1,650Nov 29, 2025Updated 5 months ago
- ☆312May 29, 2025Updated 11 months ago
- A PyTorch library for implementing flow matching algorithms, featuring continuous and discrete flow matching implementations. It includes…☆4,387Jan 5, 2026Updated 3 months ago
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,316Mar 5, 2025Updated last year
- The first decoder-only multimodal state space model☆104May 19, 2025Updated 11 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- MAGI-1: Autoregressive Video Generation at Scale☆3,685Jun 17, 2025Updated 10 months ago
- [ICLR 2025] ControlAR: Controllable Image Generation with Autoregressive Models☆324Apr 24, 2025Updated last year
- [ICLR 2025] Autoregressive Video Generation without Vector Quantization☆646Oct 29, 2025Updated 6 months ago
- SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer☆5,121Apr 14, 2026Updated 3 weeks ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,539May 31, 2024Updated last year
- [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Mod…☆8,678Nov 10, 2025Updated 5 months ago
- Official implementation of Inductive Moment Matching☆584Jul 11, 2025Updated 9 months ago
- [ICLR & NeurIPS 2025] Repository for Show-o series, One Single Transformer to Unify Multimodal Understanding and Generation.☆1,921Jan 8, 2026Updated 3 months ago
- EDM2 and Autoguidance -- Official PyTorch implementation☆841Dec 9, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [ICCV 2025, Oral] TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models☆853Dec 17, 2025Updated 4 months ago
- [AAAI 2025] Linear-complexity Visual Sequence Learning with Gated Linear Attention☆118Jun 17, 2024Updated last year
- ☆755Dec 5, 2024Updated last year
- Open-source unified multimodal model☆5,885Oct 27, 2025Updated 6 months ago
- [Preprint] UCGM: Unified Continuous Generative Models☆184May 27, 2025Updated 11 months ago
- A suite of image and video neural tokenizers☆1,723Feb 11, 2025Updated last year
- Official PyTorch Implementation of "Latent Denoising Makes Good Visual Tokenizers"☆186Feb 24, 2026Updated 2 months ago