slime-rl-training
CommunityRL training for LLMs with Megatron-LM.
Authorkwasi-cpu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the complex process of Reinforcement Learning (RL) based post-training for Large Language Models (LLMs), enabling efficient scaling and customization.
Core Features & Use Cases
- RL Training Framework: Integrates Megatron-LM for efficient distributed training with SGLang for high-throughput inference rollouts.
- Model Support: Compatible with a wide range of models including GLM, Qwen, DeepSeek, and Llama.
- Use Case: Fine-tune a Llama 3 model using RLHF to improve its conversational abilities and safety alignment, leveraging custom data generation workflows.
Quick Start
Launch GRPO training for a Qwen3 model using the provided script and data.
Dependency Matrix
Required Modules
sglang-router>=0.2.3raytorch>=2.0.0transformers>=4.40.0
Components
scriptsreferences
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: slime-rl-training Download link: https://github.com/kwasi-cpu/hermes-agent/archive/main.zip#slime-rl-training Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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