bart-base-re-attention-full-length

GuysTrans/bart-base-re-attention-full-length

bart-base-re-attention-full-length is a machine learning model from GuysTrans. 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.

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

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At a glance

Library: transformers
Model type: bart
Access: Public
Created: Nov 18, 2023
Updated: Nov 26, 2023
SHA: 30ac7b99

Model card

From the Hugging Face model README

bart-base-re-attention-full-length

This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.3079
Rouge1: 20.1272
Rouge2: 13.8723
Rougel: 18.4828
Rougelsum: 19.7038
Gen Len: 25.7237

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
1.9855	1.0	14207	1.3079	20.1272	13.8723	18.4828	19.7038	25.7237

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

Library: transformers
Type: bart
Created: Nov 18, 2023
Updated: Nov 26, 2023