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
- [ROCm] Add unified AITER RoPE+KV cache and dual RMSNorm fusion for MLA
- [ROCm][Bugfix]: dynamically align BLOCK_DMODEL with Lv in MLA decode kernel
- [XPU][Mamba] Add Triton-based selective scan forward op for XPU
- First draft of LLM assisted test target determination
- fix(rocm): detect AMD APU and fix VRAM reporting for unified memory
- fix: [Transformers v5] NemotronParseForConditionalGeneration
- [ROCm][CI] Extending AITER test coverage in AMD CI with new AITER unified backend kernels test
- [ROCm][CI] Extend ROCm quick reduce coverage
- [ROCm] Eliminate redundant MoE buffer copies in AITER fused experts
- [Model Runner V2] Apply synthetic mode to probabilistic rejection sampler
- Docs
- Python not yet supported