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
- [Metrics] Add Prometheus counter for CUDA graph mode
- [KVConnector] Support 3FS KVConnector
- [Bugfix] fixd issue#37343: prevent TTFT regression by adding batched logprobs budget to scheduler
- [NIXL][Mamba][2/N] Heterogeneous TP : chunk-interleaved layout
- [Bug]: 0.17.1 - vllm serve deepseek-ai/DeepSeek-OCR-2 on H100 crashes during Capturing CUDA graphs (decode, FULL)
- [Feat][RL] IPC weight sync optimizations: multigpu support and chunked packed tensors
- [Feature] Rework chunk-based processing with torch.scan
- [Build] Update CUTLASS revision from v4.2.1 to v4.4.2
- [4/n] Migrate FP4/W4A8 CUTLASS kernels to torch stable ABI
- [ROCm] Enable MORI EP for unquantized MoE with AITER backend
- Docs
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