paraphraser-spanish-mt5-small

milyiyo/paraphraser-spanish-mt5-small

paraphraser-spanish-mt5-small 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. --

Downloads · 30 days

2% of all-time downloads

All-time downloads

591

Public

Repo size

19.2 GB

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.bin1.2 GB · 98%

At a glance

Library: transformers
License: apache-2.0
Model type: mt5
Access: Public
Created: Jan 31, 2023
Updated: Feb 4, 2023
SHA: 4972d783

Datasets

Model card

From the Hugging Face model README

paraphraser-spanish-mt5-small

This model is a fine-tuned version of google/mt5-small on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.4586

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
3.5365	0.07	2000	1.7577
2.5821	0.14	4000	1.6885
2.3485	0.21	6000	1.6532
2.2427	0.28	8000	1.5780
2.1358	0.35	10000	1.5455
2.0808	0.42	12000	1.5185
2.0139	0.5	14000	1.5130
1.9883	0.57	16000	1.5012
1.969	0.64	18000	1.4911
1.9697	0.71	20000	1.4706
1.9552	0.78	22000	1.4653
1.9264	0.85	24000	1.4669
1.932	0.92	26000	1.4569
1.9256	0.99	28000	1.4586

Framework versions

Transformers 4.26.0
Pytorch 1.13.1+cu116
Datasets 2.9.0
Tokenizers 0.13.2

Library: transformers
Type: mt5
License: apache-2.0
Languages: es
Created: Jan 31, 2023
Updated: Feb 4, 2023