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my_awesome_eli5_mlm_model – AI Model by raeseong | AlphaNeural AI
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raeseong
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my_awesome_eli5_mlm_model
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transformers
tensorboard
safetensors
roberta
fill-mask
generated_from_trainer
eli5_category
distilbert/distilroberta-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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my_awesome_eli5_mlm_model
This model is a fine-tuned version of
distilroberta-base
on the eli5_category dataset. It achieves the following results on the evaluation set:
Loss: 2.0147
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: 8
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
2.258
1.0
1310
2.0560
2.1643
2.0
2620
2.0534
2.1425
3.0
3930
2.0375
Framework versions
Transformers 4.40.2
Pytorch 2.2.1+cu121
Datasets 2.19.1
Tokenizers 0.19.1
