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tweet_sentiments_analysis – AI Model by UholoDala | AlphaNeural AI

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UholoDala/
tweet_sentiments_analysis

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text-classification

generated_from_trainer

autotrain_compatible

endpoints_compatible

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tweet_sentiments_analysis

This model is a fine-tuned version of bert-base-cased on an unknown dataset. It achieves the following results on the evaluation set:

eval_loss: 0.1411
eval_f1-score: 0.9585
eval_runtime: 62.6587
eval_samples_per_second: 31.919
eval_steps_per_second: 3.99
step: 0

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: 5

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3