Modelpublic

Intel/bert-large-uncased-rte-int8-dynamic-inc

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face

1likes19downloads

Model Card

INT8 bert-large-uncased-rte-int8-dynamic

Post-training dynamic quantization

PyTorch

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

The original fp32 model comes from the fine-tuned model yoshitomo-matsubara/bert-large-uncased-rte.

Test result

	INT8	FP32
Accuracy (eval-f1)	0.7076	0.7401
Model size (MB)	766	1349

Load with Intel® Neural Compressor:

python

from optimum.intel import INCModelForSequenceClassification

model_id = "Intel/bert-large-uncased-rte-int8-dynamic"
int8_model = INCModelForSequenceClassification.from_pretrained(model_id)