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
- [CPU] Add variable-sized all-gather support to CPU communicator
- [Perf][MoE] Tune fixed unquantized MoE tiles for batch-invariant Hopper inference
- [Bugfix][Kernel] Validate decode top-k runtime width
- [Feature] Add visual token pruning for image inputs
- [Installation]:
- [RFC]: Support Internally Managed Elastic EP with the MP DP Backend
- [KV Cache] Size packed Mamba groups by the unpadded state
- [Bugfix] Warn when VLLM_PLUGINS names match no installed plugin
- [Bugfix][Frontend] Explain invalid double-dash short aliases
- [XPU] UMD upgraded to 26.35
- Docs
- Python not yet supported