Modelpublic

INC4AI/albert-base-v2-sst2-int8-dynamic-inc

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

0likes18downloads

Model Card

INT8 albert-base-v2-sst2

Post-training dynamic quantization

ONNX

This is an INT8 ONNX model quantized with Intel® Neural Compressor.

The original fp32 model comes from the fine-tuned model Alireza1044/albert-base-v2-sst2.

Test result

	INT8	FP32
Accuracy (eval-accuracy)	0.9186	0.9232
Model size (MB)	59	45

Load ONNX model:

python

from optimum.onnxruntime import ORTModelForSequenceClassification
model = ORTModelForSequenceClassification.from_pretrained('Intel/albert-base-v2-sst2-int8-dynamic')