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] RayExecutorV2: choose the TCPStore port on the node that binds it
- [Bugfix][Core] Add VLLM_FORCE_FP32_ALL_REDUCE env var to fix PCIe non-english logit drift (#40725)
- [compile] Remove layer_name from unified_kv_cache_update
- profiler: add PrivateUse1 activity support for custom backends
- [Bugfix][Reasoning] Prevent Gemma4 pre-reasoning text from leaking into content
- [Bugfix][Sampler] Keep exactly k tokens in top-k with tied logits
- [HPC Attention Backend] hpc attention backend support bf16 kv cache with fp8 weight
- [Bugfix][Mooncake] Report failed remote KV loads to the scheduler
- improve OOM error messages for low-VRAM scenarios
- [Bugfix][Multimodal] Validate dynamic video sampling metadata
- Docs
- Python not yet supported