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distilroberta-base-finetuned-leftarticles-mlm – AI Model by happybusinessperson | AlphaNeural AI
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distilroberta-base-finetuned-leftarticles-mlm
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transformers
tensorboard
safetensors
roberta
fill-mask
generated_from_trainer
distilbert/distilroberta-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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distilroberta-base-finetuned-leftarticles-mlm
This model is a fine-tuned version of
distilroberta-base
on a dataset of left wing news articles,
happybusinessperson/leftarticles
, adapted from
https://www.kaggle.com/datasets/mhoali/right-and-left-wing-news-articles-with-nlp
. It achieves the following results on the evaluation set:
Loss: 1.7207
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: 3.0
Training results
Training Loss
Epoch
Step
Validation Loss
1.9373
1.0
2239
1.7868
1.8676
2.0
4478
1.7572
1.8194
3.0
6717
1.7297
Framework versions
Transformers 4.38.2
Pytorch 2.1.0+cu121
Datasets 2.18.0
Tokenizers 0.15.2
