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
- [Usability]: Unify cache gathering kernels (gather_and_maybe_dequant_cache, cp_gather_cache, cp_gather_and_upconvert_fp8_kv_cache)
- [Bug]: HTTP API multimodal embedding causes image_pad token duplication, producing incorrect results
- [Bug]: [ROCm] Kimi-K2.5 produces incorrect results on AMD MI308X
- [Bugfix][Feature] Fix Anthropic Message Stream Converter and Support Thinking Block
- [ROCm] [aiter] Split KV cache update for AiterFlashAttention
- [Misc] Add deprecated environment variable utilities
- [Perf][Kernel] Add faster topKperRow decode kernel for DeepSeek-V3.2 sparse attention
- [Bug]: `RotaryEmbedding+KVCache` ops unable to pattern match for `ROCmAiterTritonRopeReshapeKVCacheFusionPass`
- [XPU][3/N] add int4 gemm support for xpu(awq/gptq)
- [Compile] Add autotune_batch_hint config for dynamic shapes
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