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
- [Bug]: DeepSeek-V4 FlashMLA sparse prefill phase1.cuh:614 on H20-3e TP8 at ~161K context
- [Bug]: DelegatingParser non-streaming returns unparsed content when an engine-backed tool parser finds no tool call
- [Metrics] Add operation label to Prometheus latency histograms
- [Doc] Add DBO overlap schedule diagram to dbo.md
- [Kernel] Add adaptive layouts to TRTLLM MXFP8 linear backend
- [Bug]: Muse-glimmer flawed on formatting (qwen3.6-35b also affected): so many Latex escape errors?
- [Bug]: Recurring Xid 13 chip-wide warp errors (misaligned address / illegal instruction / out-of-range register) on SM120 under sustained multi-hour load — Nemotron-3.5-Lightning-30B-A3B-NVFP4, marlin MoE, hybrid Mamba
- [Bugfix][V1] Restore hybrid GDN prefix-cache hits under MTP spec decoding
- [Bug]: DeepSeek-V4 encoder emits an empty `<think></think>` block for assistant turns without reasoning
- Decode optimizations for NVIDIA confidential computing
- Docs
- Python not yet supported