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deberta-xlarge-em-abt-buy – AI Model by keremp | AlphaNeural AI | AlphaNeural AI
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keremp
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deberta-xlarge-em-abt-buy
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transformers
pytorch
deberta-v2
text-classification
generated_from_trainer
microsoft/deberta-v3-large
finetune
mit
autotrain_compatible
endpoints_compatible
us
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deberta-xlarge-em-abt-buy
This model is a fine-tuned version of
microsoft/deberta-v3-large
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.3427
F1: 0.8418
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: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.347
1.0
359
0.3419
0.8418
0.3512
2.0
718
0.3432
0.8418
0.3399
3.0
1077
0.3427
0.8418
Framework versions
Transformers 4.33.3
Pytorch 2.0.1+cu118
Datasets 2.14.5
Tokenizers 0.13.3
