model-spanglish

drewcurran/model-spanglish

model-spanglish is a machine learning model from drewcurran. 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: t5
Access: Public
Created: May 7, 2024
Updated: May 7, 2024
SHA: 9b1818f9

Base models

drewcurran/translation_model

Model card

From the Hugging Face model README

model-spanglish

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

Loss: 1.5595
Bleu: 5.861
Gen Len: 17.8

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: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
2.3242	1.0	10	1.8794	1.372	18.4
2.2034	2.0	20	1.7643	1.8888	18.125
2.0818	3.0	30	1.6884	2.1152	18.125
2.0447	4.0	40	1.6408	2.0966	17.925
1.9457	5.0	50	1.6089	2.286	17.925
1.9454	6.0	60	1.5881	2.3929	17.95
1.8906	7.0	70	1.5756	2.4497	17.95
1.8829	8.0	80	1.5669	4.2201	18.025
1.8483	9.0	90	1.5613	5.861	17.8
1.8454	10.0	100	1.5595	5.861	17.8

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1

Library: transformers
Type: t5
Created: May 7, 2024
Updated: May 7, 2024