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] Use 'sum' reduction instead of 'avg' in Async TP reduce-scatter
- [Bugfix] Fix xgrammar cleanup leakage
- [Quantization] - Consolidate experts_int8 with FP8 Modular Kernels
- [feat] Add per-block extra_keys to KV events
- [Bug]: Serving model in 0.15.0 Docker container hangs - 0.14.1 worked fine
- [RFC]: Layerwise KV cache offloading to support longer sequence length
- Rust api server
- Add multimodal support to reranking API
- [Feature] Support 'int8' in CacheConfig validation
- [Experimental][Refactor] Refactor vision chunk modality processing for generalization
- Docs
- Python not yet supported