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
- [V1][Spec Decode] Overlap bonus sampling with target verification via maybe_execute_in_parallel
- [ROCm][Perf] Enable fused indexer-Q RoPE+quant kernel for DeepSeek/GLM sparse attention
- Respect explicit VLLM_TARGET_DEVICE=tpu on macOS
- [Bugfix][Build] Respect explicit VLLM_TARGET_DEVICE on macOS
- [multimodal] Refactor IPC calculation out of gpu_worker
- [Bugfix][V1] Surface out-of-range token ids as a clear per-request error
- [Kernel] Optimize CuTeDSL DCP top-k merge
- [Attention] Overlap sparse MLA indexer on a native CUDA side stream
- [Feature]: Batch Invariant FLASHINFER_MLA support
- [Rust Frontend] Add TLS certificate hot-reload (`--enable-ssl-refresh`)
- Docs
- Python not yet supported