Bart_classifier_3

zera09/Bart_classifier_3

Bart_classifier_3 is a machine learning model from zera09. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

Library: transformers
License: apache-2.0
Model type: bart
Access: Public
Created: May 26, 2024
Updated: May 26, 2024
SHA: f25188e8

Base models

facebook/bart-base

Model card

From the Hugging Face model README

Bart_classifier_3

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

Loss: 0.4728

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: 48
eval_batch_size: 48
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 10
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.0158	1.0	131	0.4728
0.003	2.0	262	0.6695
0.0025	3.0	393	0.6551
0.0039	4.0	524	0.6540
0.003	5.0	655	0.6842
0.0039	6.0	786	0.6003
0.0007	7.0	917	0.7564
0.0007	8.0	1048	0.6505
0.0008	9.0	1179	0.7177
0.0001	10.0	1310	0.7135

Framework versions

Transformers 4.41.0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: bart
License: apache-2.0
Created: May 26, 2024
Updated: May 26, 2024