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distilroberta-rb156k-opt15-ep40-phrase5k – AI Model by judy93536 | AlphaNeural AI
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judy93536
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distilroberta-rb156k-opt15-ep40-phrase5k
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transformers
safetensors
roberta
text-classification
generated_from_trainer
judy93536/distilroberta-rb156k-opt15-ep40
finetune
autotrain_compatible
endpoints_compatible
us
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Model card
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distilroberta-rb156k-opt15-ep40-phrase5k
This model is a fine-tuned version of
judy93536/distilroberta-rb156k-opt15-ep40
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.1386
Accuracy: 0.9570
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: 8.103335054745316e-06
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.28
num_epochs: 6
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
125
0.7446
0.6887
No log
2.0
250
0.2143
0.9289
No log
3.0
375
0.1347
0.9520
0.4344
4.0
500
0.1324
0.9550
0.4344
5.0
625
0.1352
0.9560
0.4344
6.0
750
0.1386
0.9570
Framework versions
Transformers 4.35.2
Pytorch 2.1.0+cu118
Datasets 2.14.7
Tokenizers 0.15.0
