bart-large-cnn-finetuned-weaksup-10000

cammy/bart-large-cnn-finetuned-weaksup-10000

bart-large-cnn-finetuned-weaksup-10000 is a machine learning model from cammy. 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 mit.

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

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At a glance

Library: transformers
License: mit
Model type: bart
Access: Public
Created: Mar 2, 2022
Updated: Feb 23, 2022
SHA: 259fb27b

Model card

From the Hugging Face model README

bart-large-cnn-finetuned-weaksup-10000

This model is a fine-tuned version of facebook/bart-large-cnn on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.6031
Rouge1: 28.3912
Rouge2: 13.655
Rougel: 22.287
Rougelsum: 25.4794
Gen Len: 67.995

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: 1
eval_batch_size: 1
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
1.2991	1.0	10000	1.6031	28.3912	13.655	22.287	25.4794	67.995

Framework versions

Transformers 4.16.2
Pytorch 1.10.2
Datasets 1.18.3
Tokenizers 0.11.0

Library: transformers
Type: bart
License: mit
Created: Mar 2, 2022
Updated: Feb 23, 2022