Tencent Hunyuan Releases HPC-Ops: A High Performance LLM Inference Operator Library

Tencent Hunyuan Releases HPC-Ops: A High Performance LLM Inference Operator Library

Tencent Hunyuan has open sourced HPC-Ops, a production grade operator library for large language model inference architecture devices. HPC-Ops focuses on low level CUDA kernels for core operators such as Attention, Grouped GEMM, and Fused MoE, and exposes them through a compact-C and Python API for integration into existing inference stacks. HPC-Ops runs in large scale internal services. In those deployments it delivers about 30 percent queries …