lang_translation_model

arunsingh01/lang_translation_model

lang_translation_model is a machine learning model from arunsingh01. 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: Sep 15, 2024
Updated: Sep 15, 2024
SHA: 7c5dc73b

Base models

google-t5/t5-small

Model card

From the Hugging Face model README

lang_translation_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: 0.3413
Bleu: 0.2247
Gen Len: 18.8285

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
0.3277	1.0	10370	0.3377	0.1722	18.8612
0.331	2.0	20740	0.3413	0.2247	18.8285

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu121
Tokenizers 0.19.1

Library: transformers
Type: t5
License: apache-2.0
Created: Sep 15, 2024
Updated: Sep 15, 2024