genre-m2m100_418M – AI Model by spidersouris | AlphaNeural AI

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spidersouris/
genre-m2m100_418M

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text2text-generation

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facebook/m2m100_418M

endpoints_compatible

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genre-m2m100_418M

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: 0.0132

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: 0.0005
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 1500
num_epochs: 5
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
0.1257	0.2	1500	0.0960
0.1138	0.4	3000	0.0864
0.0745	0.6	4500	0.0655
0.0695	0.8	6000	0.0464
0.0926	1.0	7500	0.0444
0.0348	1.2	9000	0.0348
0.0626	1.4	10500	0.0342
0.0641	1.6	12000	0.0305
0.0249	1.8	13500	0.0285
0.0432	2.0	15000	0.0245
0.0171	2.2	16500	0.0250
0.0575	2.4	18000	0.0233
0.0221	2.6	19500	0.0213
0.025	2.8	21000	0.0202
0.0136	3.0	22500	0.0194
0.0222	3.2	24000	0.0184
0.0581	3.4	25500	0.0174
0.0132	3.6	27000	0.0168
0.0087	3.8	28500	0.0159
0.0164	4.0	30000	0.0152
0.0088	4.2	31500	0.0149
0.0217	4.4	33000	0.0144
0.0091	4.6	34500	0.0138
0.0099	4.8	36000	0.0134
0.0078	5.0	37500	0.0132

Framework versions

Transformers 4.37.1
Pytorch 2.1.2
Datasets 2.16.1
Tokenizers 0.15.1