bart-model2-0810

theojolliffe/bart-model2-0810

bart-model2-0810 is a machine learning model from theojolliffe. 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: Oct 8, 2022
Updated: Oct 9, 2022
SHA: 04be2d07

Model card

From the Hugging Face model README

bart-model2-0810

This model is a fine-tuned version of theojolliffe/bart-model2-1409 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.2627
Rouge1: 58.8322
Rouge2: 56.2696
Rougel: 58.8934
Rougelsum: 58.3106
Gen Len: 19.2222

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: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
No log	1.0	169	0.3839	53.2948	45.0992	52.1785	53.8143	18.0
No log	2.0	338	0.3099	55.227	49.17	55.1602	55.6483	17.8889
0.3831	3.0	507	0.2566	56.6535	52.9359	56.1953	56.0607	18.8889
0.3831	4.0	676	0.2627	58.8322	56.2696	58.8934	58.3106	19.2222

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.5.2
Tokenizers 0.12.1

Library: transformers
Type: bart
License: apache-2.0
Created: Oct 8, 2022
Updated: Oct 9, 2022