paraphraser-spanish-t5-base

milyiyo/paraphraser-spanish-t5-base

paraphraser-spanish-t5-base is a machine learning model from milyiyo. 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: Nov 17, 2022
Updated: Nov 20, 2022
SHA: 51c15780

Model card

From the Hugging Face model README

paraphraser-spanish-t5-base

This model is a fine-tuned version of milyiyo/paraphraser-spanish-t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.7572

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: 10
eval_batch_size: 10
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
1.1212	0.07	2000	0.8120
1.2263	0.14	4000	0.7773
1.1976	0.21	6000	0.7745
1.1828	0.28	8000	0.7675
1.1399	0.35	10000	0.7668
1.1378	0.42	12000	0.7651
1.1035	0.5	14000	0.7644
1.0923	0.57	16000	0.7633
1.0924	0.64	18000	0.7594
1.0943	0.71	20000	0.7578
1.0872	0.78	22000	0.7575
1.0755	0.85	24000	0.7599
1.0806	0.92	26000	0.7558
1.079	0.99	28000	0.7572

Framework versions

Transformers 4.24.0
Pytorch 1.12.1+cu113
Datasets 2.7.0
Tokenizers 0.13.2

Library: transformers
Type: t5
License: apache-2.0
Created: Nov 17, 2022
Updated: Nov 20, 2022