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vLLM

Inference engine open-source default pra serving LLM — PagedAttention + continuous batching.

inferenceopen-sourcegpu

Why this ring

Use in production without hesitation.

Padrão de fato pra self-hosting de open-weights em GPU. Throughput líder via PagedAttention. Suporta speculative decoding, prefix caching, quantizações (AWQ/GPTQ/FP8). Comunidade enorme, releases regulares. Stack default que recomendo pra qualquer time montando inference on-prem.

Cited evidence

The sources backing the call
01 Canonical homepage github.com · May 18, 2026