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][KV Connector] Dedupe DecodeBenchConnector KV fills
- [Perf][Spec Decode] Filter rejection sampler output rows in Python instead of per-row NumPy
- [ROCm][Bugfix] Make the RoPE + KV-cache fusion reachable through its documented opt-ins
- [Bug]: Chunked embeddings break dot-product scoring with `use_activation=true
- [Bug]: `/v1/completions/derender` drops requested `prompt_logprobs`
- [Bug]: `/v1/chat/completions/batch` leaks hidden reasoning through logprobs and token IDs when `include_reasoning=false`
- [Bug]: AssertionError in _update_from_kv_xfer_finished when LMCache KV load fails on heterogeneous attention models
- [Bug]: Spec decode hits illegal memory access when the draft model's context is shorter than the target's
- [RFC]: Add native AliceAI model support
- [Bug]: HunYuan Dense V1 fails CUDA graph capture on v0.29 — HF dynamic RoPE does a host-side sync during capture
- Docs
- Python not yet supported