nllb-id-en-ccmatrix

yonathanstwn/nllb-id-en-ccmatrix

nllb-id-en-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.

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

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At a glance

Library: transformers
Model type: m2m_100
Access: Public
Created: Mar 22, 2023
Updated: Mar 25, 2023
SHA: f2282a30

Datasets

ccmatrix

Model card

From the Hugging Face model README

nllb-id-en-ccmatrix

This model was trained from scratch on the ccmatrix dataset. It achieves the following results on the evaluation set:

Loss: 0.4863
Bleu: 60.1097

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
0.5523	1.0	28125	0.5070	58.684
0.4789	2.0	56250	0.4965	59.1724
0.4592	3.0	84375	0.4926	59.4186
0.4451	4.0	112500	0.4898	59.7352
0.4338	5.0	140625	0.4876	59.814
0.425	6.0	168750	0.4864	59.9321
0.4179	7.0	196875	0.4860	59.9852
0.4124	8.0	225000	0.4861	60.0556
0.4084	9.0	253125	0.4857	60.0791
0.4056	10.0	281250	0.4863	60.1097

Framework versions

Transformers 4.26.1
Pytorch 2.0.0
Datasets 2.10.1
Tokenizers 0.11.0

Library: transformers
Type: m2m_100
Created: Mar 22, 2023
Updated: Mar 25, 2023