t5-small-finetuned-eli5

kk4real/t5-small-finetuned-eli5

t5-small-finetuned-eli5 is a machine learning model from kk4real. 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: Sep 26, 2022
Updated: Sep 28, 2022
SHA: 4d4ae306

Datasets

eli5

Model card

From the Hugging Face model README

t5-small-finetuned-eli5

This model is a fine-tuned version of t5-small on the eli5 dataset. It achieves the following results on the evaluation set:

Loss: 3.6772
Rouge1: 13.1384
Rouge2: 1.9606
Rougel: 10.5664
Rougelsum: 11.9464
Gen Len: 18.9942

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
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
3.8826	1.0	17040	3.6772	13.1384	1.9606	10.5664	11.9464	18.9942

Framework versions

Transformers 4.22.2
Pytorch 1.12.1+cu102
Datasets 2.5.1
Tokenizers 0.12.1

Library: transformers
Type: t5
License: apache-2.0
Created: Sep 26, 2022
Updated: Sep 28, 2022