mt5-small-finetuned-1.0.3

jamesesguerra/mt5-small-finetuned-1.0.3

mt5-small-finetuned-1.0.3 is a machine learning model from jamesesguerra. 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: mt5
Access: Public
Created: Sep 30, 2022
Updated: Sep 30, 2022
SHA: 0aba72d4

Model card

From the Hugging Face model README

mt5-small-finetuned-1.0.3

This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1389
Rouge1: 48.1276
Rouge2: 45.1735
Rougel: 47.9444
Rougelsum: 47.9803

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: 0.0004
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

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
0.8385	1.0	1161	0.1389	48.1276	45.1735	47.9444	47.9803

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu113
Datasets 2.5.1
Tokenizers 0.12.1

Library: transformers
Type: mt5
License: apache-2.0
Created: Sep 30, 2022
Updated: Sep 30, 2022