distilbert-amazon-shoe-reviews

amissier/distilbert-amazon-shoe-reviews

distilbert-amazon-shoe-reviews is a text classification model from amissier. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Classification
Library: transformers
License: apache-2.0
Model type: distilbert
Access: Public
Created: Jun 19, 2022
Updated: Jun 19, 2022
SHA: fc8bac23

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Model card

From the Hugging Face model README

distilbert-amazon-shoe-reviews

This model is a fine-tuned version of distilbert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3445
Accuracy: 0.48
F1: [0. 0. 0. 0. 0.64864865]
Precision: [0. 0. 0. 0. 0.48]
Recall: [0. 0. 0. 0. 1.]

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 32
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy	F1	Precision	Recall
No log	1.0	15	1.3445	0.48	[0. 0. 0. 0. 0.64864865]	[0. 0. 0. 0. 0.48]	[0. 0. 0. 0. 1.]

Framework versions

Transformers 4.19.4
Pytorch 1.11.0
Datasets 2.3.2
Tokenizers 0.12.1

Task: Text Classification
Library: transformers
Type: distilbert
License: apache-2.0
Created: Jun 19, 2022
Updated: Jun 19, 2022