flan-t5-small-proverb-es-classification-text-out

JaviManobanda/flan-t5-small-proverb-es-classification-text-out

flan-t5-small-proverb-es-classification-text-out is a machine learning model from JaviManobanda. Use it for the machine learning task on the model card, and read the license before you ship it in a product. 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

License: apache-2.0
Model type: t5
Access: Public
Created: Oct 20, 2024
Updated: Feb 13, 2025
SHA: e36366e5

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-proverb-es-classification-text-out

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

Loss: 0.0378
F1: 97.9994
Gen Len: 2.6324

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: 0.0003
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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Gen Len
0.0663	1.0	1250	0.0577	96.1455	2.6062
0.0179	2.0	2500	0.0378	97.9994	2.6324

Framework versions

Transformers 4.44.0
Pytorch 2.4.0
Datasets 3.1.0
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Oct 20, 2024
Updated: Feb 13, 2025