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
- [Bugfix][KV Offload] Enable partial-tail offload for hybrid models under DCP
- [CI] Raise H200 MIG CUDAGraph timeout 30m -> 40m
- [Bugfix][Frontend] Release admission slot on cancelled submission
- [Bugfix][Attention] Resolve kernel block-size constraints per KV cache spec
- [CI] test_mtp_sharded_sampling_equivalence diverges intermittently (2 failures on 2026-09-24)
- [ROCm][Attention] Shape-aware split-KV and launch config for Triton DiffKV (gfx950)
- Use-case proposal: payment-gated self-hosted vLLM for agents (HTTP 402 + Nano)
- [Model][LoRA] Add tower/connector LoRA support for Nemotron Nano/Omni VL (vision + audio)
- [Perf][SM100] Use TGV for small-batch BF16 output projections
- [Kernels][Fusion] Fused silu mul per token quant
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