greek-m2m100-4ep-384

chaido13/greek-m2m100-4ep-384

greek-m2m100-4ep-384 is a machine learning model from chaido13. 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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At a glance

Library: transformers
License: mit
Model type: m2m_100
Access: Public
Created: Mar 4, 2023
Updated: Mar 4, 2023
SHA: ed959c27

Datasets

squad

Model card

From the Hugging Face model README

greek-m2m100-4ep-384

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

Loss: 1.2998

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: 0.0001
train_batch_size: 8
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 128
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4

Training results

Training Loss	Epoch	Step	Validation Loss
1.8998	0.67	100	1.4131
1.3718	1.35	200	1.3527
1.2555	2.03	300	1.3175
1.1075	2.7	400	1.3090
1.0501	3.38	500	1.2998

Framework versions

Transformers 4.27.0.dev0
Pytorch 1.13.0
Datasets 2.1.0
Tokenizers 0.13.2

Library: transformers
Type: m2m_100
License: mit
Created: Mar 4, 2023
Updated: Mar 4, 2023