test4

piazzola/test4

test4 is a text classification model from piazzola. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-nc-nd-4.0.

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

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At a glance

Task: Text Classification
Library: transformers
License: cc-by-nc-nd-4.0
Model type: bert
Access: Public
Created: Mar 6, 2024
Updated: Mar 6, 2024
SHA: 06d0305f

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Base models

google-bert/bert-base-uncased

Model card

From the Hugging Face model README

checkpoint

This model is a fine-tuned version of google-bert/bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.6844

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: 3e-05
train_batch_size: 8
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
0.942	0.4	14781	0.9276
0.7801	0.8	29562	0.7407
0.5825	1.2	44343	0.7030
0.5682	1.6	59124	0.6452
0.5286	2.0	73905	0.6214
0.387	2.4	88686	0.6819
0.3876	2.8	103467	0.6422
0.2882	3.2	118248	0.6901
0.271	3.6	133029	0.6844

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.17.1
Tokenizers 0.15.2

Task: Text Classification
Library: transformers
Type: bert
License: cc-by-nc-nd-4.0
Created: Mar 6, 2024
Updated: Mar 6, 2024