m2m100_418M-hi-en

aykukreja47/m2m100_418M-hi-en

m2m100_418M-hi-en is a translation model from aykukreja47. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as mit.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Translation
Library: transformers
License: mit
Model type: m2m_100
Access: Public
Created: Oct 23, 2024
Updated: Oct 23, 2024
SHA: 646a072a

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Base models

facebook/m2m100_418M

Model card

From the Hugging Face model README

m2m100_418M-hi-en

This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.9050

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: 4
eval_batch_size: 4
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
1.0899	1.0	5215	1.0165
0.8434	2.0	10430	0.9419
0.6715	3.0	15645	0.9096
0.5352	4.0	20860	0.9036
0.4624	5.0	26075	0.9050

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.0.2
Tokenizers 0.19.1

Task: Translation
Library: transformers
Type: m2m_100
License: mit
Created: Oct 23, 2024
Updated: Oct 23, 2024