TensorRT-LLM Speculative Decoding Boosts Inference Throughput by up to 3.6x

GIXnews

3 weeks ago

Image of the TensorRT-LLM icon next to multiple other icons of computer activities.

NVIDIA TensorRT-LLM support for speculative decoding now provides over 3x the speedup in total token throughput. TensorRT-LLM is an open-source library that… Image of the TensorRT-LLM icon next to multiple other icons of computer activities.

NVIDIA TensorRT-LLM support for speculative decoding now provides over 3x the speedup in total token throughput. TensorRT-LLM is an open-source library that provides blazing-fast inference support for numerous popular large language models (LLMs) on NVIDIA GPUs. By adding support for speculative decoding on single GPU and single-node multi-GPU, the library further expands its supported…

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Source:: NVIDIA