vLLM alternatives

The 12 products closest to vLLM in what they do and who they're for, best match first.

AirLLM — Runs massive 70B+ parameter models on small 4GB consumer GPUs. (Code, Free)
LightLLM — It delivers high-speed inference and serving performance for large language models. (Code, Free)
WebLLM — Runs high-performance language models directly inside web browsers. (Code, Free)
LMDeploy — Accelerates inference with high-performance engines and quantization tools. (Code, Free)
llm-d — Deploys production-grade LLM serving on existing hardware clusters. (Code, Free)
MLC LLM — Enables native optimization and deployment of AI models across platforms. (Code, Free)
OpenLLM — It simplifies infrastructure management and optimizes inference speed and cost. (Code, Free)
Mesh LLM — Run large local models across multiple machines through one OpenAI-compatible endpoint. (Code, Free)
ZML — It enables Python-free inference while abstracting hardware complexities. (Code, Free)
LMCache — It stores, compresses, searches, and reuses KV caches across clusters. (Code, Free)
whichllm — Ranks models using real benchmarks and hardware fit instead of parameter count. (Code, Free)
MLX LM — Runs LLMs and fine-tuning natively on Apple silicon hardware. (Code, Free)