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
- [P/D] Add utility to slow down server for decode benchmarking
- [Performance]: DeepSeek-V3.2 Performance Optimization Tracking
- Fix FlatLogprobs indexing and add robustness tests
- [Bug]: Wen vllm engine core ready timeout because deepgemm warmup, apiserver exit,but engine core keep running
- [Ignore] Emulate contiguous blocks
- [Bug]: Qwen3-VL-Embedding model produces different embeddings than official qwen_vl_utils implementation
- [WIP] pcp alternative impl
- [Feature]: Add INT8 Support for KV Cache Quantization (Currently FP8-Only)
- Add batched and grouped EPLB communication
- [Feature]: `CustomOp` cleanup
- Docs
- Python not yet supported