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hubert-base-cc-finance-filter – AI Model by papsebestyen | AlphaNeural AI
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hubert-base-cc-finance-filter
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transformers
pytorch
tensorboard
bert
text-classification
generated_from_trainer
apache-2.0
autotrain_compatible
endpoints_compatible
us
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hubert-base-cc-finance-filter
This model is a fine-tuned version of
papsebestyen/hubert-base-cc-finetuned-forum
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5388
F1: 0.7671
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: 3.887995089067299e-05
train_batch_size: 60
eval_batch_size: 64
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 160.18013334673049
num_epochs: 5
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.5717
1.0
54
0.6918
0.624
0.4104
2.0
108
0.4236
0.7119
0.3124
3.0
162
0.6001
0.7451
0.1404
4.0
216
0.5388
0.7671
0.1305
5.0
270
0.5388
0.7671
Framework versions
Transformers 4.19.2
Pytorch 1.11.0a0+17540c5
Datasets 2.2.1
Tokenizers 0.12.1
