bidirection_translate_model_error_v0.4

gshields/bidirection_translate_model_error_v0.4

bidirection_translate_model_error_v0.4 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: Oct 19, 2023
Updated: Oct 24, 2023
SHA: 226face8

Base models

Helsinki-NLP/opus-mt-hi-en

Model card

From the Hugging Face model README

bidirection_translate_model_error_v0.4

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

Loss: 3.1162
Bleu: 18.2301
Gen Len: 12.1

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	8	3.1780	17.0647	11.9667
No log	2.0	16	3.1162	18.2301	12.1

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: Oct 19, 2023
Updated: Oct 24, 2023