my_wikilingua_model2

guoguangjie/my_wikilingua_model2

my_wikilingua_model2 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 14, 2023
Updated: May 14, 2023
SHA: 4876bc81

Model card

From the Hugging Face model README

my_wikilingua_model2

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

Loss: 2.5821
Rouge1: 0.2402
Rouge2: 0.0747
Rougel: 0.1991
Rougelsum: 0.1993
Gen Len: 18.82

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	2.6861	0.2284	0.0646	0.1832	0.183	18.9375
No log	2.0	200	2.6137	0.2343	0.0704	0.1919	0.1916	18.84
No log	3.0	300	2.5890	0.2384	0.0729	0.1967	0.1966	18.88
No log	4.0	400	2.5821	0.2402	0.0747	0.1991	0.1993	18.82

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 14, 2023
Updated: May 14, 2023