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juliensimon/distilbert-amazon-shoe-reviews-onnx

sourceHugging Faceupdated 6mo agoView on Hugging Face
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DistilBERT Amazon Shoe Reviews — ONNX

ONNX export of juliensimon/distilbert-amazon-shoe-reviews for accelerated CPU inference using Optimum.

Video walkthrough: Accelerate Transformer inference on CPU with Optimum and ONNX

Model Details

DetailValue
Base modeljuliensimon/distilbert-amazon-shoe-reviews
TaskStar rating prediction (1–5 stars) from shoe reviews
FormatONNX
OptimizationVanilla ONNX export (see optimized and quantized variants)

Usage

python
from optimum.onnxruntime import ORTModelForSequenceClassification
from transformers import AutoTokenizer, pipeline

model = ORTModelForSequenceClassification.from_pretrained("juliensimon/distilbert-amazon-shoe-reviews-onnx")
tokenizer = AutoTokenizer.from_pretrained("juliensimon/distilbert-amazon-shoe-reviews-onnx")
classifier = pipeline("text-classification", model=model, tokenizer=tokenizer)

classifier("These shoes are incredibly comfortable!")

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