t5-small-finetuned-title_gen

cpajitha/t5-small-finetuned-title_gen

t5-small-finetuned-title_gen is a machine learning model from cpajitha. 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: May 4, 2024
Updated: May 4, 2024
SHA: ff2708bc

Base models

Model card

From the Hugging Face model README

t5-small-finetuned-title_gen

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

Loss: 2.3118
Rouge1: 39.0711
Rouge2: 21.1571
Rougel: 35.347
Rougelsum: 35.3516
Gen Len: 13.0515

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: 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: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.5984	1.0	2050	2.3118	39.0711	21.1571	35.347	35.3516	13.0515

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 4, 2024
Updated: May 4, 2024