T5-model-1-d-4

theojolliffe/T5-model-1-d-4

T5-model-1-d-4 is a machine learning model from theojolliffe. 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: Aug 26, 2022
Updated: Aug 27, 2022
SHA: 31a98f48

Model card

From the Hugging Face model README

T5-model-1-d-4

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

Loss: 0.0456
Rouge1: 93.3486
Rouge2: 82.1873
Rougel: 92.8611
Rougelsum: 92.7768
Gen Len: 14.9953

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: 2
eval_batch_size: 2
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
0.0873	1.0	8043	0.0456	93.3486	82.1873	92.8611	92.7768	14.9953

Framework versions

Transformers 4.21.2
Pytorch 1.12.1+cu113
Tokenizers 0.12.1

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 26, 2022
Updated: Aug 27, 2022