flan-t5-small-proverb-es-classification-paremia-features

JaviManobanda/flan-t5-small-proverb-es-classification-paremia-features

flan-t5-small-proverb-es-classification-paremia-features 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. --

Downloads · 30 days

3% of all-time downloads

All-time downloads

217

Public

Parameters

77M

6.2 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors308 MB · 99%

At a glance

License: apache-2.0
Model type: t5
Access: Public
Created: Nov 26, 2024
Updated: Feb 15, 2025
SHA: 20f83271

Base models

google/flan-t5-small

Model card

From the Hugging Face model README

flan-t5-small-proverb-es-classification-paremia-features

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: 0.0404
Accuracy: 96.4772
Gen Len: 2.6711

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	Accuracy	Gen Len
0.1053	1.0	1875	0.0432	95.9739	2.6844
0.0446	2.0	3750	0.0404	96.4772	2.6711

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: Nov 26, 2024
Updated: Feb 15, 2025