juliensimon
/

distilbert-amazon-shoe-reviews-quantized

Text Classification

text-embeddings-inference

Model card Files Files and versions

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

Downloads last month: 10

Model tree for juliensimon/distilbert-amazon-shoe-reviews-quantized

Base model

juliensimon/distilbert-amazon-shoe-reviews

Finetuned

(1)

this model

Article mentioning juliensimon/distilbert-amazon-shoe-reviews-quantized

Intel and Hugging Face Partner to Democratize Machine Learning Hardware Acceleration