verl-project / verl-omni

Multimodal RL training framework for diffusion & omni models

modelscope / ms-swift

Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, Phi4, ...) (AAAI 2025).

Sheltercosmo / Rilldex-RL-Studio

RL observability for LLM agents: behavior maps, native trainer metrics, rollout investigations, and Python/SQL analysis.

YYHDBL / shopping-grpo-longhorizon

面向长程购物 Agent 的可复现后训练

OpenPipe / ART

Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!

adithya-s-k / FineEnvs

FineEnvs — RL Environments 101: building and scaling RL environments in the age of LLMs

stonewst / P2T

P2T: Unlocking Token Rewards via Training-Free Reward Attribution (CVPR 2026) - official code

whitecircle / halo

Halo is an open-source framework built by White Circle for training large language and multimodal models

redai-studio / Relax

An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale

JudgmentLabs / judgeval

The Continuous-Improvement Stack for Agents. Our environment data and evals power agent improvement and monitoring.

LGAI-Research / PCBWorld

A reinforcement learning environment for PCB autorouting, built on KiCad's push-and-shove router. Includes a decoder-only PPO/GRPO agent, LLM tool-calling and rule-based baselines, and a uniform 3-stage evaluation pipeline. The routing engine ships separately as the PCBWorld-Engine submodule (GPLv3).

waltstephen / UMM-Reflection

Learning Native Reflection in Unified Models: reflection SFT and multi-round Flow-GRPO RL for BAGEL

DaoyuanLi2816 / mini-verl

verl for a single consumer GPU. PPO, GRPO and on-policy distillation on NVIDIA GPUs.

michaelc-yu / cs336-llm-systems

Large language model systems implementation and optimization: Transformers, BPE tokenization, FlashAttention, Triton, distributed training, GPU profiling, and GRPO reasoning RL

haha-yuki-haha / AUGUstus

🚗 AUGUstus: Autonomous Driving VLA Model with Unified Generation and Understanding. 🏋️ 512 H800 GPUs · ~2 days · 318K+ video hours · 513B+ training tokens. ⚡ 12 Hz on-vehicle deployment. SFT + GRPO + NAVSIM.

zhiyuxu03 / AV-GRPO

Official implementation of AV-GRPO: dataset, training, and inference.

VeRITAS-wuren / OpenCSR

An explainable and reproducible post-training system for tool-using customer service agents with SFT, GRPO, verl and vLLM.

infinitylogesh / watercolor-painting-grpo

Painting with RL , Teaching a Qwen3.5-35B model to pain with p5 js using GRPO

oumi-ai / oumi

Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM!

just-a-go / SOVA

Official implementation of SOVA: Strict Outcome-Conditioned Virtual Advantages for Video Reasoning. Correctness-oriented calibration for TW-GRPO without extra rollouts.

just-a-go / ER-TW-GRPO

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zsxm1998 / awesome-perception-aware-rlvr

Unified reproductions, benchmarking & evaluation for perception-aware RLVR and OPD in VLMs. 19 methods · 30+ benchmarks · Official code of CGPO (ACM MM 2026 Oral).

KMnO4-zx / agentic-rl-lab

Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.