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distilroberta-base-fb-housing-posts – AI Model by hoaj | AlphaNeural AI
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hoaj
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distilroberta-base-fb-housing-posts
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transformers
tensorboard
safetensors
roberta
text-classification
generated_from_trainer
distilbert/distilroberta-base
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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distilroberta-base-fb-housing-posts
This model is a fine-tuned version of
distilbert/distilroberta-base
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.2444
Accuracy: 0.9358
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
55
0.4163
0.8342
No log
2.0
110
0.2641
0.9037
No log
3.0
165
0.2730
0.9198
No log
4.0
220
0.2435
0.9305
No log
5.0
275
0.2444
0.9358
Framework versions
Transformers 4.40.0
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1
