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
- [Bugfix] Fix N-gram proposer JIT warmup that never triggers compilation
- [Performance] MLA decode pre-attention fused kernels for SM100
- [Bugfix]: fix blind access to per_token_group_fp8_quant causing GLM 4.7 crash on RTX 6000 pro
- Fix/mla kv offloading
- Debug shutdown
- flash infer logging
- [Docs] Document that --api-key has no effect on gRPC server
- [ROCm] Add AITER RMSNorm+FP8 quantization fusion for MLA
- [Doc] Support configuring affinity in helm chart
- Fix zmq port conflict
- Docs
- Python not yet supported