t5-small

ToirovSadi/t5-small

t5-small is a machine learning model from ToirovSadi. 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: t5
Access: Public
Created: Dec 29, 2023
Updated: Dec 30, 2023
SHA: f1fd6682

Model card

From the Hugging Face model README

t5-small

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

Loss: 1.5871
Rouge1: 61.1404
Rouge2: 37.8854
Rougel: 59.2953
Rougelsum: 59.3081
Bleu: 0.2843

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: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Rouge1	Rouge2	Rougel	Rougelsum	Bleu
1.7433	0.99	70000	1.6000	60.9802	37.6872	59.1561	59.1644	0.2821
1.7216	1.97	140000	1.5905	61.1241	37.8722	59.2878	59.2991	0.2839
1.7389	2.96	210000	1.5871	61.1404	37.8854	59.2953	59.3081	0.2843

Framework versions

Transformers 4.36.2
Pytorch 1.13.0+cu117
Datasets 2.16.0
Tokenizers 0.15.0

Library: transformers
Type: t5
Created: Dec 29, 2023
Updated: Dec 30, 2023