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] Fix /wake_up crash on hybrid models (Mamba/DeltaNet)
- [Bug]: DeepseekV4Attention crashes with KeyError: scale_fmt on non-canonical DSv4 quantizations
- Bump fsspec from 2024.12.0 to 2026.4.0
- Bump pyrate-limiter from 3.7.0 to 4.1.0
- [Core] block_pool: sort the list of allocated free blocks
- [EC Connector] Non blocking EC Connector lookup
- [Perf] Prefetch torch_key and triton_key at worker startup
- [EC Connector] Added mm_hash_to_encoder in kv_transfer_params
- [MXFP4] Support for linear layers + compressed-tensors integration
- Support bf16 for mamba ssm cache
- Docs
- Python not yet supported