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
- [Rust Frontend] Pass pulled object storage model dir to the Rust frontend
- [UMBP][9/10] Add lazy GPU cache offloading
- [Test][UMBP][10/10] Add lazy offload and token restore coverage
- [Bug]: fused_recurrent KDA path loads the per-key gate g without a mask, resulting in out-of-bounds reads
- [Bug]: triton unified_attention reads block_table out-of-bounds past the used columns
- [LoRA] Fail loudly on kv_b_proj adapters for MLA models
- [Bugfix] Fix OOB write in fused_recurrent_gated_delta_rule non-inplace final_state
- [Bugfix] Fix out-of-bounds read in kernel_unified_attention block_tab…
- [Model] Add LoRA support for PaddleOCR-VL
- [Kernel][Perf] Tune small packed GDN decode shapes on SM89
- Docs
- Python not yet supported