my_awesome_opus_books_model

sakt90/my_awesome_opus_books_model

my_awesome_opus_books_model is a machine learning model from sakt90. 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: May 1, 2024
Updated: May 2, 2024
SHA: 452948d9

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

my_awesome_opus_books_model

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

Loss: 1.5191
Bleu: 6.3813
Gen Len: 17.539

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.8456	1.0	6355	1.6112	5.7972	17.5672
1.7857	2.0	12710	1.5620	6.1557	17.5515
1.7359	3.0	19065	1.5358	6.2797	17.5462
1.7219	4.0	25420	1.5226	6.3581	17.5427
1.7219	5.0	31775	1.5191	6.3813	17.539

Framework versions

Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: May 1, 2024
Updated: May 2, 2024