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Decrease accuracy when running llava model #2541

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nghoaithuong opened this issue Dec 5, 2024 · 1 comment
Open

Decrease accuracy when running llava model #2541

nghoaithuong opened this issue Dec 5, 2024 · 1 comment

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@nghoaithuong
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I successfully converted the model to TensorRT-LLM by following the tutorials. However, when I evaluated the accuracy of this model on both the A100 device and Jetson Orin AGX, the accuracy decreased significantly (from 97% to 93%) when using FP16/FP8 precision and (from 97% to 89%) when using INT4.
Do you have any suggestions for resolving this issue?

@TriDefender
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Use higher precison

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