Hugging Face Transformers/Accelerate for Reinforcement Learning Engineers: From Zero to Production

Master the integration of Hugging Face Transformers and Accelerate to build, fine-tune, and deploy scalable, high-performance Reinforcement Learning systems.

Foundations of Transformer-based Reinforcement Learning with Hugging Face

Unit 1: Transformers: The RL Game Changer

Unit 2: Hugging Face Transformers for RL

Scalable RL with Hugging Face Accelerate and Production Best Practices

Unit 1: Introduction to Distributed RL with Accelerate

Unit 2: Advanced Distributed Strategies and Framework Integration

Unit 3: Debugging and Production Readiness