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] Gracefully fall back when LMCacheConnectorV1 is degraded
- [ROCm][AITER] Use pre-shuffled FP8 GEMM for Quark per-channel attention weights
- [Bug]: Missing logger output when api-server-count > 1 with internal DP (data parallel) load balancing enabled
- [Feature][Frontend] Add APC prefix cache hit rate to PD usage details
- [CPU][Perf]Added tanh AOR for faster gelu activations.
- [Bugfix] Stream Llama4 weight loading to avoid host-OOM with copy-returning loaders
- fix(logging): restore missing logs in multi API server deployments with internal DP load balancing
- [XPU][CI] add model runner v2 into CI
- [fix] Enable parallel tool calls for Harmony (gpt-oss) models
- [Rust Frontend] Add Cohere command reasoning parser aliases
- Docs
- Python not yet supported