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
- [Bug]: FLash Attn MLA Backend can't support headdim!=576
- [Bug]: Model architectures ['CostWiseGemmaForCausalLM'] are not supported for now.
- [Core][BugFix] Fix PP KV cache sharding memory validation
- [Roadmap]: PD Disaggregation with `NixlConnector` Roadmap
- [Bug]: LoRA dtype mismatch in XPU and CPU punica wrappers
- enable skipping of SW attention layers when using FP8 KV cache
- Bugfix/issue 30128
- [Bugfix] Support multi-type params parsing for DeepSeek v3.2
- [Draft] Move Harmony encoding to renderer layer and add gRPC render server
- [RFC]: KV Offloading Roadmap
- Docs
- Python not yet supported