hi_do_epoch_5

anjalyjayakrishnan/hi_do_epoch_5

hi_do_epoch_5 is a machine learning model from anjalyjayakrishnan. 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 10, 2023
Updated: Mar 10, 2023
SHA: 82b1251f

Model card

From the Hugging Face model README

hi_do_epoch_5

This model is a fine-tuned version of facebook/nllb-200-distilled-600M on the None dataset. It achieves the following results on the evaluation set:

Loss: 1.4675
Bleu: 34.8763
Gen Len: 40.6362

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: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
No log	1.0	398	2.0556	22.5137	39.5758
2.9556	2.0	796	1.6863	30.1421	39.9786
1.8135	3.0	1194	1.5487	32.8717	40.1963
1.5932	4.0	1592	1.4839	34.2659	40.5695
1.5932	5.0	1990	1.4675	34.8763	40.6362

Framework versions

Transformers 4.26.0
Pytorch 1.10.1+cu113
Datasets 2.8.0
Tokenizers 0.13.2

Library: transformers
Type: m2m_100
License: cc-by-nc-4.0
Created: Mar 10, 2023
Updated: Mar 10, 2023