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
- [Usage]: about the Chinese documents
- [Bug]: [Docker.cpu build] incomplete type ‘qk_vec_type’ {aka ‘void’} used in nested name specifier
- [RFC]: How will vLLM adapt to more diverse KVCacheSpecs?
- [Performance][CPU Backend]: 40% Performance drop observed on AWQ models from version 0.12.0 vs version 0.11.2
- [New Model]: Add support for telechat3 model
- [Bugfix]Fix gdn_attn in CUDA graph padding
- [Bug]: CutlassW4A8LinearKernel fails on DeepSeekV3.1 W4AF8 due to dimension alignment (K=7168, N=2112 not divisible by 128)
- [WIP][Kernel]Add Helion kernel for dynamic_per_token_scaled_fp8_quant
- add support for telechat3 model
- [KVConnector] Fix data race when we have both local and external cache hit
- Docs
- Python not yet supported