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
- [EPLB] Add EPLB support to dspark draft models (DeepSeekV4)
- [ROCm][Perf] Add AITER FlyDSL GDN prefill backend
- [Feature][Sampling] Add native GPU output no-repeat n-gram masking
- [Bugfix][KV Offload] Unlink shared mmap by inode after all ranks map
- feat: Add video support for the Transformers backend
- [Bugfix] Make online FP8 MoE experts batch-invariant under VLLM_BATCH_INVARIANT
- [KV Cache] GLM-5.3-Flash: use the generic packed KV layout; CircularBufferSpec tail with speculative ring slots
- [Bugfix][PP][Spec Decode] MiniMax-M3 EAGLE3 aux-state relay at PP > 1 and per-stage FlashInfer autotune
- [quantization] Add per-token NVFP4 quantization MoE support for ReLU2
- [Metrics][KV Offload] Add vllm:kv_offload_config_info - generic info metrics for offloading the offloading connector
- Docs
- Python not yet supported