english-hindi-bbbb

Sarthak7777/english-hindi-bbbb

english-hindi-bbbb is a machine learning model from Sarthak7777. 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: Oct 21, 2023
Updated: Oct 21, 2023
SHA: 8ee53c7b

Base models

Model card

From the Hugging Face model README

english-hindi-bbbb

This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.4443
Bleu: 0.2327
Gen Len: 18.8353

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: 6

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.4066	1.0	625	0.4151	0.1734	18.941
0.9564	2.0	1250	0.4408	0.287	18.87
0.7504	3.0	1875	0.4522	0.2908	18.8034
0.6375	4.0	2500	0.4377	0.2241	18.856
0.6063	5.0	3125	0.4465	0.2399	18.8305
0.591	6.0	3750	0.4443	0.2327	18.8353

Framework versions

Transformers 4.34.1
Pytorch 2.1.0+cu118
Datasets 2.14.5
Tokenizers 0.14.1

Library: transformers
Type: t5
License: apache-2.0
Created: Oct 21, 2023
Updated: Oct 21, 2023