A high-throughput and memory-efficient inference and serving engine for LLMs

TPU inference for vLLM, with unified JAX and PyTorch support.

Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs

Community maintained hardware plugin for vLLM on Spyre

Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM

This repo hosts code for vLLM CI & Performance Benchmark infrastructure.

A safetensors extension to efficiently store sparse quantized tensors on disk

vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization

A unified library for building, evaluating, and storing speculative decoding algorithms for LLM inference in vLLM

Cost-efficient and pluggable Infrastructure components for GenAI inference