NLLB_Egyptian_to_English256

mohamedsaeed823/NLLB_Egyptian_to_English256

NLLB_Egyptian_to_English256 is a machine learning model from mohamedsaeed823. 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 cc-by-nc-4.0.

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

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At a glance

Library: transformers
License: cc-by-nc-4.0
Model type: m2m_100
Access: Public
Created: May 26, 2024
Updated: May 26, 2024
SHA: 29f36d11

Base models

facebook/nllb-200-distilled-600M

Model card

From the Hugging Face model README

NLLB_Egyptian_to_English256

This model is a fine-tuned version of facebook/nllb-200-distilled-600M on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 2.4083
Bleu: 18.8886
Gen Len: 20.2415

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: 0.0003
train_batch_size: 2
eval_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
1.5237	1.0	6248	2.2856	16.2331	20.3176
0.7885	2.0	12496	2.2266	17.554	20.3609
0.3508	3.0	18744	2.4083	18.8886	20.2415

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2

Library: transformers
Type: m2m_100
License: cc-by-nc-4.0
Created: May 26, 2024
Updated: May 26, 2024