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distilbert-amazon-shoe-reviews-quantized
juliensimon/distilbert-amazon-shoe-reviews-quantized
distilbert-amazon-shoe-reviews-quantized is a text classification model from juliensimon. Use it when you need a label for a piece of text. It is set up for transformers.
Dynamically quantized PyTorch version of juliensimon/distilbert-amazon-shoe-reviews for faster CPU inference.
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- distilbert
- Access
- Public
- Created
- Jun 10, 2022
- Updated
- Mar 22, 2026
- SHA
- e426021c
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Base models
Model card
From the Hugging Face model README
DistilBERT Amazon Shoe Reviews — PyTorch Quantized
Dynamically quantized PyTorch version of juliensimon/distilbert-amazon-shoe-reviews for faster CPU inference.
Video walkthrough: Accelerate Transformer inference on CPU with Optimum and ONNX
Model Details
| Detail | Value |
|---|---|
| Base model | juliensimon/distilbert-amazon-shoe-reviews |
| Task | Star rating prediction (1–5 stars) from shoe reviews |
| Format | PyTorch with dynamic quantization |
Related Models
- distilbert-amazon-shoe-reviews — Original PyTorch model
- distilbert-amazon-shoe-reviews-onnx — ONNX export
- distilbert-amazon-shoe-reviews-onnx-optimized — ONNX with graph optimizations
- distilbert-amazon-shoe-reviews-onnx-quantized — ONNX with dynamic quantization
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- Created
- Jun 10, 2022
- Updated
- Mar 22, 2026