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(distributed): resolve inference failure in cpu_worker
- [Bug]: PD disaggregation for SSM models requires `--no-async-scheduling` when TP>1
- [Scheduler][WIP] Try to reduce preemption
- [WIP][CT][XPU] Add W8A16 FP8 MoE Support
- Mamba-2 Triton kernels crash with illegal instruction on SM121 (DGX Spark) without CUDA_LAUNCH_BLOCKING=1
- [Bugfix] Fix incorrect int8 dtype cast for kv_c_normed in MLA prefill
- [Bug]: KeyError when use lmcache layerwise mode in vllm 0.14.0
- [ROCm] Enable MXFP4 LoRA support on MI355X and add CDNA4 device IDs
- [Bug]: Severe Head-of-Line Blocking (147x TTFT) under Prefix Caching with Asymmetric Batches
- Optimize Fusedmoe int8_w8a8 kernel performance
- Docs
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