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
- [Bug]: ValueError: too many values to unpack (expected 2)
- [torch.compile] Add AsyncTP fusion on Blackwell using FlashInfer bmm_fp8 and symm_mem impl
- [Performance] DeepSeek V3.2 multi-stream indexer overlap
- [Bugfix] Guard non-2D weights in dispatch_cpu_unquantized_gemm
- [Bug]:
- [Bugfix] Fix the batch invariance benchmark script
- [Bug]: Failed to import Triton kernels. Please make sure your triton version is compatible. Error: cannot import name 'SparseMatrix' from 'triton_kernels.tensor'
- fix(xpu): handle mem_get_info failure on XPU simulator (testing only)
- [Bug]: Qwen/Qwen3.5-27B Batch Inference very slow / not working
- [ROCm][CI] Revamping AMD mirrors
- Docs
- Python not yet supported