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][Frontend] Fix missing input logging for systemone
- [Bugfix][Model Runner V2] Read main_stream at step time, not at first use
- [Bugfix][Attention] Chunk sparse indexer decode logits by request
- [Perf] Emit the DSA indexer weights in BF16 on SM100
- [Perf][Spec Decode] Capture every small decode request count by default
- [Perf][Parser] Find the common tool argument prefix with slice comparisons (32 KB Llama 3 JSON call: 9.8 s to 4.9 s)
- [CPU][RISC-V] Enable chunked prefill and prefix caching on RISC-V
- [Bugfix][Frontend] Forward parser grammar reasoning hint through Responses render
- [Bugfix][KV Connector][ROCm] MoRIIO hybrid READ: skip locally cached prefix pages
- [Kernel][MoE] Add FlashInfer CuTe-DSL W4A16 NVFP4 experts
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