output – AI Model by Ragab167 | AlphaNeural AI

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text2text-generation

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facebook/m2m100_418M

endpoints_compatible

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output

This model is a fine-tuned version of facebook/m2m100_418M on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.1653

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
training_steps: 1000

Training results

Training Loss	Epoch	Step	Validation Loss
3.8064	0.2	100	0.4321
0.3145	0.41	200	0.2218
0.2633	0.61	300	0.1970
0.2428	0.81	400	0.1871
0.2162	1.02	500	0.1786
0.163	1.22	600	0.1744
0.1515	1.42	700	0.1713
0.1423	1.63	800	0.1696
0.1439	1.83	900	0.1660
0.1484	2.03	1000	0.1653

Framework versions

Transformers 4.39.3
Pytorch 2.1.2
Datasets 2.18.0
Tokenizers 0.15.2