nllb-en-id-ccmatrix

yonathanstwn/nllb-en-id-ccmatrix

nllb-en-id-ccmatrix is a machine learning model from yonathanstwn. 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: Mar 25, 2023
Updated: Mar 27, 2023
SHA: 7f7287b1

Datasets

ccmatrix

Model card

From the Hugging Face model README

nllb-en-id-ccmatrix

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

Loss: 0.4791
Bleu: 65.9837

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: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 4000
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu
0.606	1.0	28125	0.5249	64.1268
0.4943	2.0	56250	0.5043	64.7892
0.467	3.0	84375	0.4945	65.2331
0.4487	4.0	112500	0.4887	65.5512
0.4349	5.0	140625	0.4843	65.6806
0.4242	6.0	168750	0.4822	65.7774
0.416	7.0	196875	0.4801	65.8541
0.4098	8.0	225000	0.4800	65.9652
0.4052	9.0	253125	0.4788	65.9701
0.4023	10.0	281250	0.4791	65.9837

Framework versions

Transformers 4.26.1
Pytorch 2.0.0
Datasets 2.10.1
Tokenizers 0.11.0

Library: transformers
Type: m2m_100
License: cc-by-nc-4.0
Created: Mar 25, 2023
Updated: Mar 27, 2023