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Batch Inference with Ray Data: Large Transformers and Small Models

Workload Example

Teaching notebook that contrasts Ray Data LLM for large transformer batch inference with the simpler map_batches pattern for smaller models, using source-backed code cells and production tuning guidance.

About this course

1 lesson
1 module
Tags
batch-inferencetransformerslarge-language-modelsdata-processingthroughput-optimizationexample

Course Modules

1

Batch Inference with Ray Data: Large Transformers and Small Models

Teaching notebook that contrasts Ray Data LLM for large transformer batch inference with the simpler map_batches pattern for smaller models, using source-backed code cells and production tuning guidance.

  • Batch Inference with Ray Data: Large Transformers and Small Models