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
- [Doc] Add DCP support to attention backend doc
- Scale input before applying Marlin operator
- [kernel] use fused_topk of flashinfer
- [torch.compile][Fusion] Fix attention fusion pass removing kv_udpate op.
- Regular FP8 LoRA kernels
- [Bugfix] Fix video frame sampling for short videos and Qwen3-VL 2-frame requirement
- [Bugfix] Fix Qwen3-Coder tool call streaming for duplicate names and param parsing
- [Bugfix]: Fix ROCm fusion attn test; use AttentionBackend utils to create kv cache
- Support benchmarking of Geospatial models
- [WIP] part 2: helion integration into vllm gemm+fp8+all_gather
- Docs
- Python not yet supported