greek-m2m100-4ep-512

chaido13/greek-m2m100-4ep-512

greek-m2m100-4ep-512 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 6, 2023
Updated: Mar 6, 2023
SHA: cb8a19c0

Datasets

squad_modified_for_t5_qg_2

Model card

From the Hugging Face model README

greek-m2m100-4ep-512

This model is a fine-tuned version of facebook/m2m100_418M on the squad_modified_for_t5_qg_2 dataset. It achieves the following results on the evaluation set:

Loss: 1.2974

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: 4
eval_batch_size: 4
seed: 42
gradient_accumulation_steps: 16
total_train_batch_size: 64
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
1.9785	0.34	100	1.4949
1.5296	0.67	200	1.4161
1.4651	1.01	300	1.3816
1.246	1.35	400	1.3648
1.2419	1.69	500	1.3383
1.2132	2.03	600	1.3348
1.0558	2.36	700	1.3216
1.0584	2.7	800	1.3078
1.035	3.04	900	1.3108
0.9301	3.38	1000	1.3030
0.9222	3.72	1100	1.2974

Framework versions

Transformers 4.27.0.dev0
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2

Library: transformers
Type: m2m_100
License: mit
Created: Mar 6, 2023
Updated: Mar 6, 2023