t5_large_headline_generator_testing_3

abdulmatinomotoso/t5_large_headline_generator_testing_3

t5_large_headline_generator_testing_3 is a machine learning model from abdulmatinomotoso. 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: Jul 31, 2022
Updated: Jul 31, 2022
SHA: 63bafbff

Model card

From the Hugging Face model README

t5_large_headline_generator_testing_3

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

Loss: 0.8407

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: 5e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss
0.9638	0.79	500	0.8474
0.8478	1.57	1000	0.8356
0.6981	2.36	1500	0.8407

Framework versions

Transformers 4.18.0
Pytorch 1.11.0
Datasets 2.1.0
Tokenizers 0.12.1

Library: transformers
Type: t5
License: apache-2.0
Created: Jul 31, 2022
Updated: Jul 31, 2022