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
- [Hardware][XPU] Register batch-invariant kernels for XPU
- [kv_offload][BugFix] Fix store deferral
- [Kernel] Add padding to support TP with Marlin MoE kernel (NVFP4 on H100)
- [Bugfix][PD] Fix DSv4 Disaggregated
- Fix DFlash first prefill lookahead allocation
- [Bug]: Eagle 2/3 acceptance length regression over time
- qwen2.5-omni: offload multimodal features to CPU after GPU processing
- [Perf][MoE] RTX 5090 Triton MoE optimizations: tuned config, fused SiLU+Mul+FP8 quant, unrolled topk sum
- [Core][Model] Add GDN (Qwen3.5) support to NIXL P/D disaggregation
- [Bugfix] Surface KV cache load errors in OpenAI responses
- Docs
- Python not yet supported