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results1_2 – AI Model by dianamihalache27 | AlphaNeural AI

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dianamihalache27/
results1_2

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text-classification

generated_from_trainer

jkhan447/sarcasm-detection-Bert-base-uncased

autotrain_compatible

endpoints_compatible

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results1_2

This model is a fine-tuned version of jkhan447/sarcasm-detection-Bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 1.8462
Accuracy: 0.7161
F1: 0.4084

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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 200
num_epochs: 5

Training results

Framework versions

Transformers 4.38.2
Pytorch 2.2.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2