summarization-TFM-ClaudiaSoria_v3

clxudiajazmin/summarization-TFM-ClaudiaSoria_v3

summarization-TFM-ClaudiaSoria_v3 is a machine learning model from clxudiajazmin. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. 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

Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Jun 9, 2024
Updated: Jun 9, 2024
SHA: 60edb448

Base models

Model card

From the Hugging Face model README

summarization-TFM-ClaudiaSoria_v3

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.2691
Rouge1: 0.2169
Rouge2: 0.0997
Rougel: 0.1816
Rougelsum: 0.1816
Generated Length: 19.0

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: 2e-05
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Generated Length
No log	1.0	50	2.3805	0.2185	0.0987	0.1813	0.1816	19.0
No log	2.0	100	2.2849	0.218	0.0993	0.1816	0.1816	19.0
No log	3.0	150	2.2691	0.2169	0.0997	0.1816	0.1816	19.0

Framework versions

Transformers 4.38.2
Pytorch 2.3.0
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: t5
License: apache-2.0
Created: Jun 9, 2024
Updated: Jun 9, 2024