t5-base-en-to-hi

Venkatesh4342/t5-base-en-to-hi

t5-base-en-to-hi is a machine learning model from Venkatesh4342. 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 3, 2023
Updated: Dec 7, 2023
SHA: 357cd6e5

Base models

Model card

From the Hugging Face model README

t5-base-en-to-hi

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

Loss: 0.2581
Bleu: 0.0425
Gen Len: 17.7806

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: 6
eval_batch_size: 6
seed: 42
gradient_accumulation_steps: 3
total_train_batch_size: 18
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 1
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.2411	1.0	51639	0.2581	0.0425	17.7806

Framework versions

Transformers 4.35.0
Pytorch 2.0.0
Datasets 2.1.0
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Dec 3, 2023
Updated: Dec 7, 2023