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yb_model_dir – AI Model by suhcrates | AlphaNeural AI
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yb_model_dir
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transformers
pytorch
tensorboard
distilbert
question-answering
generated_from_trainer
squad
apache-2.0
endpoints_compatible
us
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yb_model_dir
This model is a fine-tuned version of
distilbert-base-uncased
on the squad dataset. It achieves the following results on the evaluation set:
Loss: 1.8316
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: 2e-05
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
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
No log
1.0
125
3.0743
No log
2.0
250
2.1030
No log
3.0
375
1.8316
Framework versions
Transformers 4.21.3
Pytorch 1.11.0+cu102
Datasets 2.8.0
Tokenizers 0.12.1
