A high-throughput and memory-efficient inference and serving engine for LLMs
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flashinfer-ai/flashinfer
FlashInfer: Kernel Library for LLM Serving
Brief / README 摘要
查看原文High-Performance GPU Kernels for Inference *FlashInfer** is a library and kernel generator for inference that delivers state-of-the-art performance across diverse GPU architectures. It provides unified APIs for attention, GEMM, and MoE operations with multiple backend implementations including FlashAttention-2/3, cuDNN, CUTLASS, and TensorRT-LLM. State-of-the-art Performance: Optimized kernels for prefill, decode, and mixed batching scenarios Multiple Backends: Automatically selects the best backend for your hardware and workload Modern Architecture Support: Support for SM75 (Turing) and later…
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