bert-base-bible3

zeon8985army/bert-base-bible3

bert-base-bible3 is a text classification model from zeon8985army. 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: bert
Access: Public
Created: Dec 28, 2023
Updated: Dec 28, 2023
SHA: 69d4f509

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Base models

Datasets

Model card

From the Hugging Face model README

bert-base-bible3

This model is a fine-tuned version of bert-base-cased on the BastianGroundTruth2 dataset. It achieves the following results on the evaluation set:

Loss: 0.0011
Accuracy: 1.0

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: 6e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 18
training_steps: 90
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
0.6169	1.06	18	0.3401	0.9565
0.1882	2.12	36	0.0512	1.0
0.0382	3.18	54	0.0064	1.0
0.0058	4.24	72	0.0014	1.0
0.0014	5.29	90	0.0011	1.0

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu121
Datasets 2.16.0
Tokenizers 0.15.0

Task: Text Classification
Library: transformers
Type: bert
License: apache-2.0
Created: Dec 28, 2023
Updated: Dec 28, 2023