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
- [ROCm][Perf] AITER FA: trim the sliding-window decode table with fewer ops
- [ROCm][Perf][MLA] Use AITER Triton bf16 BMM for the decode W_UV when tuned
- [Bugfix] Graph profiling retained workspace
- [CI] Leave GPU headroom in the offline ColBERT plugin tests
- [Core][Bugfix] Drop bounded_replay when promoting SlidingWindowMLASpec
- [ROCm][Perf][MoE] Trim MoRI dispatch output to rows that can hold a token
- [CPU] Share FP8 MoE projections and enable native MXFP4 W4A8
- [Perf][MRV2] Pickle new requests' block ids as int32 arrays
- [Perf][KV Events] Batch BlockRemoved events per allocation
- [Bugfix][CPU] Point the short-node KV cache error at --gpu-memory-utilization
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