flan-t5-small-proverb-es-classification-neg-trigrams-sentences

JaviManobanda/flan-t5-small-proverb-es-classification-neg-trigrams-sentences

flan-t5-small-proverb-es-classification-neg-trigrams-sentences 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: Nov 5, 2024
Updated: Feb 13, 2025
SHA: b876c258

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-proverb-es-classification-neg-trigrams-sentences

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: 0.0458
F1: 95.8909
Gen Len: 2.5970

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: 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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	F1	Gen Len
0.0984	1.0	1250	0.0587	94.4691	2.5739
0.0411	2.0	2500	0.0458	95.8909	2.5970

Framework versions

Transformers 4.44.0
Pytorch 2.4.0
Datasets 3.0.1
Tokenizers 0.19.1

Type: t5
License: apache-2.0
Created: Nov 5, 2024
Updated: Feb 13, 2025