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tweet_sentiments_analysis_distilbert – AI Model by KingAsiedu | AlphaNeural AI
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KingAsiedu
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tweet_sentiments_analysis_distilbert
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transformers
pytorch
tensorboard
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-cased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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tweet_sentiments_analysis_distilbert
This model is a fine-tuned version of
distilbert-base-cased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.6674
F1-score: 0.7179
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
num_epochs: 5
Training results
Training Loss
Epoch
Step
Validation Loss
F1-score
0.7745
1.0
640
0.7382
0.6659
0.6531
2.0
1280
0.6674
0.7179
0.562
3.0
1920
0.7020
0.7375
0.2903
4.0
2560
1.0358
0.7238
0.1816
5.0
3200
1.2948
0.7282
Framework versions
Transformers 4.31.0
Pytorch 2.0.1+cu118
Datasets 2.13.1
Tokenizers 0.13.3
