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
- Fix Responses streaming content_index reset
- [Misc] Add unit test for chunk_scaled_dot_kkt_fwd kernel
- Fix Qwen3-vLLM audio encoder TP when heads are not divisible by TP size
- [OOT Platform][CPU] use compiled TopKTopPSampler if device supports
- fix(moe_wna16): prevent int32 overflow in output index for large token counts
- [Feature]: Multi tier kv offload: storage throttling and async lookup performance improvements
- [Bugfix] Disable FlashInfer per-tensor FP8 bmm on sm_12x
- [Perf][Kernel][ROCm] Add Triton split-KV paged decode fallback for gfx12
- [Misc] Enable test_silu_mul_fp8_quant_deep_gemm on XPU
- fix: correct DeepSeek-V4 renderer apply_chat_template call signature (closes #44949)
- Docs
- Python not yet supported