my_awesome_opus_books_model

hongjing0312/my_awesome_opus_books_model

my_awesome_opus_books_model is a machine learning model from hongjing0312. 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 22, 2023
Updated: Dec 22, 2023
SHA: 958b198a

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 the None dataset. It achieves the following results on the evaluation set:

Loss: 2.6475
Bleu: 0.1725
Gen Len: 18.2133

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: 64
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.2463	1.0	1169	2.8190	0.1363	18.3062
3.0482	2.0	2338	2.6825	0.1606	18.2202
2.9607	3.0	3507	2.6475	0.1725	18.2133

Framework versions

Transformers 4.35.2
Pytorch 2.1.1
Datasets 2.15.0
Tokenizers 0.15.0

Library: transformers
Type: t5
License: apache-2.0
Created: Aug 22, 2023
Updated: Dec 22, 2023