Code for the paper "Training Diffusion Models with Reinforcement Learning"
☆573Jul 5, 2023Updated 3 years ago
Alternatives and similar repositories for ddpo
Users that are interested in ddpo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- DDPO for finetuning diffusion models, implemented in PyTorch with LoRA support☆768Mar 22, 2024Updated 2 years ago
- AlignProp uses direct reward backpropogation for the alignment of large-scale text-to-image diffusion models. Our method is 25x more samp…☆324Nov 1, 2024Updated last year
- Code for "Diffusion Model Alignment Using Direct Preference Optimization"☆705Jun 2, 2026Updated last month
- [CVPR 2024] Code for the paper "Using Human Feedback to Fine-tune Diffusion Models without Any Reward Model"☆244Apr 6, 2024Updated 2 years ago
- [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation☆1,694Oct 29, 2025Updated 8 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.
- Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis☆677May 24, 2024Updated 2 years ago
- Better Aligning Text-to-Image Models with Human Preference. ICCV 2023☆293Jul 14, 2023Updated 3 years ago
- ☆74Sep 23, 2025Updated 10 months ago
- ☆601Dec 21, 2024Updated last year
- Diffusion Reinforcement Learning Library☆195Feb 13, 2024Updated 2 years ago
- A curated list of Diffusion Model in RL resources (continually updated)☆1,630May 30, 2026Updated last month
- [CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization☆271Apr 7, 2025Updated last year
- [NeurIPS 2025] An official implementation of Flow-GRPO: Training Flow Matching Models via Online RL☆2,428May 7, 2026Updated 2 months ago
- Source code for "A Dense Reward View on Aligning Text-to-Image Diffusion with Preference" (ICML'24).☆39May 9, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆58Sep 23, 2024Updated last year
- [ACM Computing Surveys] The collection of awesome papers on alignment of diffusion models.☆431Feb 6, 2026Updated 5 months ago
- Code for "Optimizing DDPM Sampling with Shortcut Fine-Tuning" (https://arxiv.org/abs/2301.13362), ICML 2023☆30Oct 6, 2023Updated 2 years ago
- The official implementation of Diffusion-KTO: Aligning Diffusion Models by Optimizing Human Utility☆69Aug 16, 2025Updated 11 months ago
- This repository contains a collection of resources and papers on Diffusion Models for RL, accompanying the paper "Diffusion Models for Re…☆670Nov 29, 2024Updated last year
- ☆22Oct 20, 2023Updated 2 years ago
- SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all…☆30Jul 18, 2024Updated 2 years ago
- Video Diffusion Alignment via Reward Gradients. We improve a variety of video diffusion models such as VideoCrafter, OpenSora, ModelScope…☆315Mar 12, 2025Updated last year
- [NeurIPS 2025] Improving Video Generation with Human Feedback☆485Sep 24, 2025Updated 10 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation☆422Mar 26, 2025Updated last year
- Elucidating the Design Space of Diffusion-Based Generative Models (EDM)☆1,982Mar 16, 2024Updated 2 years ago
- Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"☆8,689May 31, 2024Updated 2 years ago
- code for "Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion"☆1,276Jul 6, 2026Updated 2 weeks ago
- CLIP+MLP Aesthetic Score Predictor☆1,326Jul 1, 2024Updated 2 years ago
- ☆371May 1, 2023Updated 3 years ago
- ☆31Nov 23, 2023Updated 2 years ago
- Code for the paper "Planning with Diffusion for Flexible Behavior Synthesis"☆1,294Jul 18, 2024Updated 2 years ago
- GenEval: An object-focused framework for evaluating text-to-image alignment☆471Mar 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- An official implementation of DanceGRPO: Unleashing GRPO on Visual Generation☆1,640Oct 16, 2025Updated 9 months ago
- [CVPR 25] A framework named B^2-DiffuRL for RL-based diffusion model fine-tuning.☆57Mar 31, 2025Updated last year
- [ICLR 2026 Oral] DiffusionNFT: Online Diffusion Reinforcement with Forward Process☆979Feb 10, 2026Updated 5 months ago
- Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)☆771Jan 26, 2024Updated 2 years ago
- (NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis☆1,407Mar 5, 2025Updated last year
- Code for the tutorial/review paper for RL-based-fine-tuniing. In this code, we especially focus on the design of biological sequences li…☆159Sep 15, 2024Updated last year
- ☆121Jun 2, 2026Updated last month