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
- [vLLM IR] port activation ops (fatrelu_and_mul, relu2, gelu_and_mul_sparse, swigluoai_and_mul)
- [Bugfix] Fix collect_env.py crash on non-Linux platforms due to unconditional assert
- [CPU][RISC-V] Add fp8 tag stubs to satisfy GCC 15 -Wtemplate-body
- [CPU][RISC-V] Use compiler-provided __riscv_zvfh / __riscv_zvfbfmin instead of hand-rolled macros
- [Perf] Cache rotary position IDs in Qwen2-VL vision encoder
- [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
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