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

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

flan-t5-large-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 19, 2024
Updated: Feb 19, 2025
SHA: 41798b19

Base models

google/flan-t5-large

Model card

From the Hugging Face model README

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

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

Loss: 0.0099
Accuracy: 98.0607
Gen Len: 7.6282

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: 4
eval_batch_size: 4
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	Accuracy	Gen Len
0.0201	1.0	2500	0.0213	95.2782	7.5936
0.0046	2.0	5000	0.0099	98.0607	7.6282

Framework versions

Transformers 4.44.0
Pytorch 2.5.1+cu124
Datasets 3.3.1
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Oct 19, 2024
Updated: Feb 19, 2025