vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [CI][Docs] Fix decode/prefill consistency test prefix construction; add GLM-4-9B and Phi-4 to batch-invariant tested models
- [Bugfix][Parser] Terminate streamed tool arguments the flush cannot extend
- [Kernel][Perf] Route non-spec GDN decode through the fused CUDA kernel
- [DCP] Add DCP qrep to GLM-5.2 flat model definition
- [Bug]: structured outputs never enforced for Muse Glimmer with --reasoning-parser muse_glimmer (json_object too; duplicate of #52594)
- [Performance]: v0.23→v0.26: ~20% decode ITL regression on non-gated (relu2) BF16 MoE (SM100) — TRTLLM-gen backend swap (#43853) adds per-call host cost; --moe-backend flashinfer_cutlass recovers ~90%
- [KV Offload] Size node-local shared regions by local_world_size
- stash
- [Bug]: DFLASH2 force reprocesses context every reply
- [Bug][XPU]: Silent persistent output corruption (endless "!" / token 0) under sustained concurrent decode on Arc Pro B70, W4A16 27B head_dim 256
- Docs
- Python not yet supported