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chaido13/
greek-mt5-4ep-512

Name: greek-mt5-4ep-512
Availability: InStock

generated_from_trainer

squad_modified_for_t5_qg_2

apache-2.0

endpoints_compatible

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greek-mt5-4ep-512

This model is a fine-tuned version of google/mt5-base on the squad_modified_for_t5_qg_2 dataset. It achieves the following results on the evaluation set:

Loss: 1.2918

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
4.7423	0.34	100	1.5884
1.916	0.67	200	1.4395
1.8001	1.01	300	1.3888
1.7045	1.35	400	1.3651
1.6636	1.69	500	1.3388
1.6221	2.03	600	1.3208
1.5904	2.36	700	1.3144
1.5694	2.7	800	1.3106
1.5576	3.04	900	1.3017
1.5428	3.38	1000	1.2966
1.5243	3.72	1100	1.2918

Framework versions

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

chaido13/greek-mt5-4ep-512

greek-mt5-4ep-512

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

chaido13/
greek-mt5-4ep-512