greek-mt5-5ep-384 – AI Model by chaido13 | AlphaNeural AI

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chaido13/
greek-mt5-5ep-384

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text2text-generation

question-generation

e2e-question-generation

endpoints_compatible

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greek-mt5-5ep-384

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

Loss: 1.2857

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss
4.4681	0.34	100	1.6231
1.9338	0.67	200	1.4427
1.8008	1.01	300	1.3917
1.6977	1.35	400	1.3656
1.6594	1.69	500	1.3360
1.6202	2.03	600	1.3239
1.5759	2.36	700	1.3143
1.5597	2.7	800	1.3093
1.544	3.04	900	1.3032
1.519	3.38	1000	1.2930
1.4996	3.72	1100	1.2923
1.5022	4.05	1200	1.2852
1.477	4.39	1300	1.2887
1.4755	4.73	1400	1.2857

Framework versions

Transformers 4.26.1
Pytorch 1.13.0
Datasets 2.1.0
Tokenizers 0.13.2