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

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

flan-t5-base-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. --

Downloads · 30 days

14% of all-time downloads

All-time downloads

119

Public

Parameters

248M

30.7 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors990 MB · 100%

At a glance

License: apache-2.0
Model type: t5
Access: Public
Created: Oct 8, 2024
Updated: Feb 13, 2025
SHA: fc304a82

Base models

google/flan-t5-base

Model card

From the Hugging Face model README

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

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

Loss: 0.0336
F1: 98.3151
Gen Len: 2.6062

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
0.0604	1.0	1250	0.0644	97.2488	2.6079
0.0132	2.0	2500	0.0336	98.3151	2.6062

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 8, 2024
Updated: Feb 13, 2025