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roberta-base_ag_news – AI Model by achimoraites | AlphaNeural AI
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achimoraites
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roberta-base_ag_news
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transformers
pytorch
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
en
ag_news
FacebookAI/roberta-base
finetune
mit
autotrain_compatible
endpoints_compatible
us
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roberta-base_ag_news
This model is a fine-tuned version of
roberta-base
on the ag_news dataset. It achieves the following results on the evaluation set:
Loss: 0.3583
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: 5e-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
lr_scheduler_warmup_steps: 500
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
0.3692
1.0
7500
0.4305
1.6035
2.0
15000
1.8071
0.6766
3.0
22500
0.4494
0.3733
4.0
30000
0.3943
0.2483
5.0
37500
0.3583
Framework versions
Transformers 4.27.3
Pytorch 1.13.1+cu116
Datasets 2.10.1
Tokenizers 0.13.2
