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Open-r1 - AI Language Models Tool

Overview

Open-r1 is a fully open reproduction of DeepSeek-R1 built for training models with reasoning traces. It supports scaling across multiple nodes and integrates with TRL's vLLM backend.

Key Features

  • Open-source reproduction of DeepSeek-R1
  • Training with reasoning traces support
  • Scales training across multiple compute nodes
  • Integrates with TRL's vLLM backend
  • Designed for distributed model training workflows

Ideal Use Cases

  • Researching training approaches using reasoning traces
  • Developing distributed training pipelines for models
  • Reproducing DeepSeek-R1 experiments for comparison
  • Integrating vLLM-backed training into custom workflows

Getting Started

  • Clone the GitHub repository
  • Install required dependencies listed in the repo
  • Configure TRL's vLLM backend according to repository instructions
  • Prepare training data including reasoning traces
  • Launch distributed training across multiple nodes
  • Monitor training logs and adjust hyperparameters

Pricing

No pricing information provided in the repository; project is hosted on GitHub.

Key Information

  • Category: Language Models
  • Type: AI Language Models Tool
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