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Open-r1 - AI Language Models Tool

Overview

Open-r1 is a fully open reproduction of DeepSeek-R1 that supports training with reasoning traces. It is designed to scale across multiple nodes and uses TRL’s vLLM backend; source code is available on GitHub.

Key Features

  • Open reproduction of DeepSeek-R1
  • Supports training with reasoning traces
  • Scales across multiple nodes for distributed training
  • Integrates with TRL’s vLLM backend
  • Source code and repository hosted on GitHub

Ideal Use Cases

  • Research on reasoning-capable language models
  • Distributed model training and scaling experiments
  • Reproducing or benchmarking DeepSeek-R1
  • Experimenting with reasoning traces during training

Getting Started

  • Visit the GitHub repository for Open-r1.
  • Clone the repository to your local machine.
  • Install TRL and the vLLM backend as instructed.
  • Prepare training data including reasoning traces.
  • Configure multi-node settings for distributed training.
  • Run training following repository examples and scripts.

Pricing

No pricing information provided; project appears fully open-source.

Limitations

  • Depends on TRL’s vLLM backend as a core dependency
  • Scaling requires multi-node infrastructure and orchestration

Key Information

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