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
- feat: optimize MHC post + HC head + RMSNorm fusions for DeepSeek V4
- [Model] Add EVS video pruning support for Cosmos3-Edge
- [Bugfix][EPD][Model Runner V2] Skip gather mm embeddings for encoder only instance
- [KV Offload] Emit self-describing events for partial recurrent blocks
- Fully generalise input embedding handling in Transformers modelling backend
- Add feature to support deepseek v4 flash on sm75 turing (2080ti)
- [Perf][Hybrid] Skip redundant num_accepted_tokens H2D copy after preprocess_mamba
- [Bugfix] Restore default torch dtype on exception in set_default_torch_dtype
- [Bug]: nvidia/Kimi-K2.6-NVFP4 TP=4 segfaults during cuDNN vision profiling on GB200 ARM64 unless --language-model-only is set
- [CI Failure]: LM Eval PCP (4xB200)
- Docs
- Python not yet supported