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] Add regression test for allreduce RMS fusion with PP
- [Bugfix] Qwen3.5-397B-A17B model loading with transformer=5.2
- [Core] Skip inputs_embeds buffer allocation for text-only models
- [BUGFIX]fix cuda memory stat by reserved memory
- [Bugfix] Fix DeepSeek V3.2 tool parser
- [Performance] Fuse RoPE + KV cache update for MLA backends
- [Model] Qwen3-ASR realtime: SDK-style streaming with cross-segment context
- WIP: NCCL Weight metadata transfer
- fix(memory): resolve UMA concurrent profiling race condition and page cache leak
- fix: tool_choice="required" falls back to tool_parser for non-JSON formats (streaming + non-streaming)
- Docs
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