translate_model_error_v0.4

mitrashatru/translate_model_error_v0.4

translate_model_error_v0.4 is a machine learning model from mitrashatru. 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: Nov 10, 2023
Updated: Jan 3, 2024
SHA: 2f98c5fb

Base models

Helsinki-NLP/opus-mt-en-hi

Model card

From the Hugging Face model README

translate_model_error_v0.4

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: 0.5234
Bleu: 81.3018
Gen Len: 5.1

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
No log	1.0	13	0.5461	81.5715	5.12
No log	2.0	26	0.5234	81.3018	5.1

Framework versions

Transformers 4.35.2
Pytorch 2.1.1+cpu
Datasets 2.15.0
Tokenizers 0.15.0

Library: transformers
Type: marian
License: apache-2.0
Created: Nov 10, 2023
Updated: Jan 3, 2024