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][Parser] Gracefully handle Harmony parser errors
- [Bugfix][Tool Parser] PoolsideV1: fix string whitespace and required named tool choice
- [XPU] Support lora serialize and deserialize
- [Bug]: persistent KV Cache memory not released after benchmark completion
- [Bugfix] FLASHINFER_MLA_SPARSE_SM120 compatibility with GLM-5 NVFP4
- [Rust Frontend] Make Granite4 string argument scanning incremental
- [Bug]: Unclean shutdown on DeepEP timeout during startup causes hung processes
- [SimpleCPUOffloadConnector]: Add KV Events
- [Quantization] Align online fp8_ptpc/block_fp8/mxfp8 weight quantization with llm-compressor (compressed-tensors) export
- [ROCm]: Verify and enable cross-layer KV cache layout for AITER MLA decode
- Docs
- Python not yet supported