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
- [Spec Decode] Context-length-aware K in DSD (RFC #48627): extend num_speculative_tokens_per_batch_size with a ctx axis
- [Core] Add opt-in eager PyNccl TP all-reduce split for PIECEWISE CUDA graphs
- [Bugfix] Fix Marlin W4A8 signed scale corruption
- [Bugfix] Surface engine startup failure diagnostics where startup actually waits
- [Doc] Fix stale code references to moved and removed files
- [XPU] Fix the accuracy issue for DeepSeekV4 on DP scenarios
- [WIP][XPU][Test]add xpu yaml
- [V1][Core] Add public build_full_block_hash_chain helper for offline prefix-cache analysis
- [Bug]: [MRV2] MTP speculative decoding crashes with cudaErrorStreamCaptureUnsupported during CUDA graph capture
- [Kernel] ReplaySSM: cache SSM inputs for faster Gated DeltaNet standard decode
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