my_awesome_books_model_2

Taisiia7/my_awesome_books_model_2

my_awesome_books_model_2 is a machine learning model from Taisiia7. 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: Dec 25, 2024
Updated: Dec 25, 2024
SHA: aa482a35

Base models

utrobinmv/t5_translate_en_ru_zh_small_1024

Model card

From the Hugging Face model README

my_awesome_books_model_2

This model is a fine-tuned version of utrobinmv/t5_translate_en_ru_zh_small_1024 on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.9046
Bleu: 41.4247
Gen Len: 39.2936

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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.2723	1.0	2229	1.0163	38.3982	39.2681
1.1332	2.0	4458	0.9423	40.3418	39.2605
1.0652	3.0	6687	0.9150	41.1569	39.2867
1.027	4.0	8916	0.9046	41.4247	39.2936

Framework versions

Transformers 4.47.1
Pytorch 2.5.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 25, 2024
Updated: Dec 25, 2024