my_wikilingua_t5small

guoguangjie/my_wikilingua_t5small

my_wikilingua_t5small is a machine learning model from guoguangjie. 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: t5
Access: Public
Created: May 18, 2023
Updated: May 18, 2023
SHA: 76c5cc4e

Model card

From the Hugging Face model README

my_wikilingua_t5small

This model is a fine-tuned version of t5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 2.6035
Rouge1: 0.2226
Rouge2: 0.0638
Rougel: 0.1839
Rougelsum: 0.1838
Gen Len: 18.725

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: 16
eval_batch_size: 16
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	100	2.7179	0.2156	0.0579	0.1742	0.1741	18.835
No log	2.0	200	2.6370	0.2213	0.0637	0.1796	0.1794	18.805
No log	3.0	300	2.6105	0.2239	0.064	0.1834	0.1833	18.79
No log	4.0	400	2.6035	0.2226	0.0638	0.1839	0.1838	18.725

Framework versions

Transformers 4.28.0
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Library: transformers
Type: t5
License: apache-2.0
Created: May 18, 2023
Updated: May 18, 2023