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] LoRA: normalize single-tensor lora_a in merged set_lora
- [Rust Frontend] Fix GLM-5.2 chat template rendering parity
- [RFC]: Programmatic Session-Aware KV Cache Management
- [Bug]: verify_with_parallel_config rejects DCP-over-PCP topologies that ParallelConfig accepts
- [ROCm][Perf] Kimi-K3 latent-MoE: overlap the shared all-reduce with the routed up-projection
- [Performance] Register Triton W4A16 GEMM as a custom op
- [Model Runner V2][Spec Decode] Only embed MM inputs during multi-layer MTP
- [Frontend] Make `model` optional on all `/derender` request classes
- [ROCm] update triton in base docker for gluon compatibility
- [CPU][MLA] Fix prefill backend selection so MLA runs end-to-end on CPU
- Docs
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