t5_base_fine_tuned_synthetic_en_de

jaymanvirk/t5_base_fine_tuned_synthetic_en_de

t5_base_fine_tuned_synthetic_en_de is a translation model from jaymanvirk. Use it when you need text moved from one language to another. 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

Task: Translation
Library: transformers
License: apache-2.0
Model type: t5
Access: Public
Created: Dec 8, 2023
Updated: Dec 8, 2023
SHA: c71bec5a

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Base models

Model card

From the Hugging Face model README

t5_base_fine_tuned_synthetic_en_de

This model is a fine-tuned version of t5-base on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.3255
Sacrebleu: 34.6747

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: 5e-05
train_batch_size: 32
eval_batch_size: 32
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	Sacrebleu
0.454	1.0	945	0.2922	34.8635
0.0474	2.0	1890	0.3058	34.8379
0.0421	3.0	2835	0.3144	34.8678
0.039	4.0	3780	0.3234	34.7021
0.0369	5.0	4725	0.3255	34.6747

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

Task: Translation
Library: transformers
Type: t5
License: apache-2.0
Created: Dec 8, 2023
Updated: Dec 8, 2023