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 IndexError in Mistral tool parser during streaming tool calls
- [Bugfix] Fix CUDA compatibility path setting for both datacenter and consumer NVIDIA GPUs
- [Spec-Decode] Add DynamicProposer for per-sequence dynamic speculative decoding
- [Feature]: Improve sparse embedding pooling output format for better efficiency and usability
- [W8A8 Block Linear Refactor][4/N] Make all scaled MM kernels inherit from common generic base.
- [Feature]: Community Help Wanted: Migrate Remaining Linear Methods into Kernel Abstraction
- Optimize popleft_n free-list traversal for KV cache blocks
- [WIP][Kernel] Add Helion kernel for static_scaled_fp8_quant
- [Installation]: Cant install vllm 0.15.0 on Windows & Python 3.12
- [W8A8 Block Linear Refactor][3/N] Remove W8A8Fp8BlockLinearOp and adopt Fp8 block linear kernel selections.
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