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my_awesome_eli5_mlm_model – AI Model by Prahith | AlphaNeural AI
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Prahith
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my_awesome_eli5_mlm_model
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transformers
tf
roberta
fill-mask
generated_from_keras_callback
distilbert/distilroberta-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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Prahith/my_awesome_eli5_mlm_model
This model is a fine-tuned version of
distilroberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Train Loss: 0.8639
Validation Loss: 0.7876
Epoch: 9
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:
optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
training_precision: float32
Training results
Train Loss
Validation Loss
Epoch
1.7024
1.3578
0
1.3743
1.2240
1
1.2305
1.1160
2
1.1437
1.0130
3
1.0858
0.9542
4
0.9998
0.9088
5
0.9549
0.8946
6
0.9404
0.8457
7
0.9150
0.8061
8
0.8639
0.7876
9
Framework versions
Transformers 4.35.2
TensorFlow 2.14.0
Datasets 2.15.0
Tokenizers 0.15.0
