Claude SDK Modal HuggingFace

A high-performance integration stack for deploying Anthropic Claude models via Modal's serverless infrastructure and Hugging Face's model repository.

This workflow combines the Anthropic Python SDK with Modal's serverless GPU compute to scale Claude-driven applications without managing persistent servers. Developers pull specialized datasets or quantized weights from Hugging Face, execute inference logic on Modal's A100 or H100 clusters, and interface with Claude 3.5 Sonnet or Opus via optimized API calls. It reduces cold start latency to under 2 seconds and utilizes Modal's containerization to handle bursty workloads (100+ concurrent requests) while maintaining direct access to the Hugging Face ecosystem for RAG pipelines and fine-tuned embeddings.

https://github.com/anthropics/anthropic-sdk-python