Alibaba Cloud Native

Aug 6, 2023 · Artificial Intelligence

Boost Bloom‑7B1 Inference 2.5× Faster with FasterTransformer on ACK

This guide shows how to accelerate Bloom‑7B1 inference on Alibaba Cloud ACK by converting the model to FasterTransformer format, deploying it with Triton Server, and comparing performance against the original HuggingFace checkpoint, achieving roughly a 2.5‑fold speedup.