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
- [Usage]: Unevenly allocate gpu memory
- [Spec Decode] DFlash/DSpark draft support under decode context parallelism
- [Bug]: ~11% long-prefill regression v0.24.0 -> v0.25.x on SM120, traced to the FlashInfer 0.6.13 bump (#46683)
- [Bug]: Prefix caching silently inert on hybrid Mamba2 models when max_model_len < auto-selected block size
- [Bugfix] Warn when prefix caching is inert on hybrid models (block_size > max_model_len)
- [KV Connector] Add per-layer canonical KV page mappings for parallelism-agnostic offload
- [KV Connector] Canonical CPU layout for parallelism-agnostic KV offload
- [Bug]: MiniCPM-V-4.6 fails to load in vLLM 0.25.0: qkv_proj is incorrectly mapped to qkqkv_proj
- fix(sampling_params): check top_k type before comparing it to -1
- [Bug]: Local PP Rank0 stalls in legacy non-SPMD Ray AsyncLLMEngine under imbalanced pipeline stages
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