Go Production: ⚡️ Super FAST LLM (API) Serving with vLLM !!!

vLLM is a fast and easy-to-use library for LLM inference Engine and serving.

vLLM is fast with:

State-of-the-art serving throughput
Efficient management of attention key and value memory with PagedAttention
Continuous batching of incoming requests
Optimized CUDA kernels
vLLM is flexible and easy to use with:

Seamless integration with popular HuggingFace models
High-throughput serving with various decoding algorithms, including parallel sampling, beam search, and more
Tensor parallelism support for distributed inference
Streaming outputs
OpenAI-compatible API server
vLLM seamlessly supports many …

api art attention batching continuous cuda easy inference integration library llm management memory production state value