my_awesome_opus_books_model

sai-vatturi/my_awesome_opus_books_model

my_awesome_opus_books_model is a machine learning model from sai-vatturi. 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: Apr 28, 2024
Updated: May 1, 2024
SHA: 84a93a86

Base models

Model card

From the Hugging Face model README

my_awesome_opus_books_model

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

Loss: 1.6958
Bleu: 4.7464
Gen Len: 17.83

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: 2
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	50	1.7079	4.7151	17.795
No log	2.0	100	1.6958	4.7464	17.83

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: Apr 28, 2024
Updated: May 1, 2024