translate_fukkkiii

Sarthak7777/translate_fukkkiii

translate_fukkkiii 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: 4b7a6ec8

Base models

Model card

From the Hugging Face model README

translate_fukkkiii

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

Loss: 0.2617
Bleu: 9.6087
Gen Len: 16.8535

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: 7

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
0.415	1.0	625	0.3097	0.0008	17.4795
0.325	2.0	1250	0.2851	1.2229	17.177
0.3016	3.0	1875	0.2745	5.8225	16.887
0.2826	4.0	2500	0.2689	7.9934	16.8085
0.2764	5.0	3125	0.2647	8.7039	16.822
0.2732	6.0	3750	0.2623	9.4137	16.831
0.2728	7.0	4375	0.2617	9.6087	16.8535

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