bert-large-uncased-rte-int8-dynamic-inc – AI Model by Intel | AlphaNeural AI

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

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text-classification

neural-compressor

Intel® Neural Compressor

text-classfication

PostTrainingDynamic

autotrain_compatible

endpoints_compatible

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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)