t5-base-finetuned-BBC

Mariemre/t5-base-finetuned-BBC

t5-base-finetuned-BBC is a machine learning model from Mariemre. 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: Dec 25, 2023
Updated: Dec 29, 2023
SHA: faced2cb

Base models

Model card

From the Hugging Face model README

t5-base-finetuned-BBC

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

Loss: 2.2892
Rouge1: 0.2771
Rouge2: 0.111
Rougel: 0.231
Rougelsum: 0.2309

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: 5.6e-05
train_batch_size: 4
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum
2.7463	1.0	826	2.3689	0.2356	0.0735	0.192	0.1923
2.3327	2.0	1652	2.2985	0.26	0.1011	0.217	0.2166
2.1119	3.0	2478	2.2848	0.2751	0.1094	0.2282	0.228
1.9663	4.0	3304	2.2821	0.2769	0.1099	0.2288	0.2287
1.8849	5.0	4130	2.2892	0.2771	0.111	0.231	0.2309

Framework versions

Transformers 4.36.2
Pytorch 2.1.0+cu121
Datasets 2.16.0
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 25, 2023
Updated: Dec 29, 2023