long-t5-tglobal-base-google-multimedia

QuangHuy54/long-t5-tglobal-base-google-multimedia

long-t5-tglobal-base-google-multimedia is a machine learning model from QuangHuy54. 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.

should probably proofread and complete it, then remove this comment. --

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At a glance

Library: transformers
Model type: longt5
Access: Public
Created: Jun 28, 2023
Updated: Jun 28, 2023
SHA: 4338e646

Datasets

multi_news

Model card

From the Hugging Face model README

long-t5-tglobal-base-google-multimedia

This model is a fine-tuned version of QuangHuy54/long-t5-tglobal-base-google-multimedia on the multi_news dataset. It achieves the following results on the evaluation set:

Loss: 1.9936
Rouge1: 0.1004
Rouge2: 0.0347
Rougel: 0.078
Rougelsum: 0.078
Gen Len: 18.995

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: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Gen Len
2.383	1.0	3000	1.9936	0.1004	0.0347	0.078	0.078	18.995

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3

Library: transformers
Type: longt5
Created: Jun 28, 2023
Updated: Jun 28, 2023