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
- [Metrics][Frontend] Pluggable KV connector metrics on the Rust frontend via connector metrics descriptor
- [Bug]: EngineCore worker crashes with "RuntimeError: cancelled" on first /v1/embeddings request (CPU, bge-m3)
- [Feature][KV Connector] Add UMBPStoreConnector for embedded and standalone DRAM
- [Bug]: New watermarking feature (v0.30.0) allows per-request opt-out even when server enforces --watermark-config
- [KV Offload] Request-free CPU->GPU prefetch primitive
- [Frontend] Add watermark_config.enforce to prevent per-request watermark opt-out
- [Test] Cover cumulative parallel sampling outputs
- [Bugfix][ROCm] Gate MXFP8 linear LDS budget on gfx950, not the Triton version string
- [CI Failure]: (DGX) Spark GPQA Eval (GPT-OSS) test_gpqa_corectness
- [Bug][CPU][Spec Decode]: PR #56323 left 6 CPU Triton fallbacks patching module globals that are no longer read — spec decode broken on arm64
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- Python not yet supported