translate_model_error_v0.3

gshields/translate_model_error_v0.3

translate_model_error_v0.3 is a machine learning model from gshields. 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 apache-2.0.

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

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At a glance

Library: transformers
License: apache-2.0
Model type: marian
Access: Public
Created: Sep 14, 2023
Updated: Sep 14, 2023
SHA: b9852a84

Base models

Helsinki-NLP/opus-mt-en-hi

Model card

From the Hugging Face model README

translate_model_error_v0.3

This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-hi on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 3.0375
Bleu: 26.6348
Gen Len: 17.6744

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: 2

Training results

Training Loss	Epoch	Step	Validation Loss	Bleu	Gen Len
3.1866	1.0	505	3.0685	27.4516	17.8657
2.8741	2.0	1010	3.0375	26.6348	17.6744

Framework versions

Transformers 4.33.1
Pytorch 2.0.1+cu117
Datasets 2.14.5
Tokenizers 0.13.3

Library: transformers
Type: marian
License: apache-2.0
Created: Sep 14, 2023
Updated: Sep 14, 2023