fine_tuned_modelsFinal_2

shandung/fine_tuned_modelsFinal_2

fine_tuned_modelsFinal_2 is a machine learning model from shandung. 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 mit.

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

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Hugging Face

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At a glance

Library: transformers
License: mit
Model type: m2m_100
Access: Public
Created: Nov 17, 2023
Updated: Nov 17, 2023
SHA: 90fc04ae

Base models

facebook/m2m100_418M

Model card

From the Hugging Face model README

fine_tuned_modelsFinal_2

This model is a fine-tuned version of facebook/m2m100_418M on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1230

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: 5e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 2376

Training results

Training Loss	Epoch	Step	Validation Loss
0.5433	18.35	500	0.1457
0.0408	36.7	1000	0.1265
0.0181	55.05	1500	0.1300
0.0103	73.39	2000	0.1226

Framework versions

Transformers 4.35.2
Pytorch 2.1.0+cu118
Tokenizers 0.15.0

Library: transformers
Type: m2m_100
License: mit
Created: Nov 17, 2023
Updated: Nov 17, 2023