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
- [Bugfix][Frontend] Don't crash beam search on an extreme length_penalty
- [Bugfix][Core] Accept needs_kv_cache_zeroing in SinkFullAttentionManager
- [Perf][Kernel] Flat-grid silu_and_mul_quant: fix dead vector loop, fp32 fast-math chain
- [Bugfix][Quantization] Set orig_dtype in ModelOpt FP8 channel/block schemes
- [ROCm][CI] Run distributed vision tests in the test_areas Distributed…
- [Bugfix][NIXL] Roll back incomplete remote-agent handshakes
- [Core] Move FlashInfer MLA decode workspaces into WorkspaceManager
- [Core] Reuse one CUDA graph capture stream per device
- [Core] Take the top-k/top-p Triton scratch from WorkspaceManager
- [RFC]: Opt-in return of the last hidden state at sampled positions, per request (Model Runner V2)
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