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distilbert-base-uncased-becasv2-3 – AI Model by Evelyn18 | AlphaNeural AI
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Evelyn18
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distilbert-base-uncased-becasv2-3
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transformers
pytorch
tensorboard
distilbert
question-answering
generated_from_trainer
becasv2
apache-2.0
endpoints_compatible
us
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distilbert-base-uncased-becasv2-3
This model is a fine-tuned version of
distilbert-base-uncased
on the becasv2 dataset. It achieves the following results on the evaluation set:
Loss: 3.1218
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: 3e-05
train_batch_size: 10
eval_batch_size: 10
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8
Training results
Training Loss
Epoch
Step
Validation Loss
No log
1.0
9
4.6377
No log
2.0
18
3.8511
No log
3.0
27
3.3758
No log
4.0
36
3.1910
No log
5.0
45
3.1187
No log
6.0
54
3.1009
No log
7.0
63
3.1131
No log
8.0
72
3.1218
Framework versions
Transformers 4.20.1
Pytorch 1.11.0+cu113
Datasets 2.3.2
Tokenizers 0.12.1
