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sentiment_trained_1234567 – AI Model by aXhyra | AlphaNeural AI
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sentiment_trained_1234567
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transformers
pytorch
distilbert
text-classification
generated_from_trainer
tweet_eval
apache-2.0
model-index
autotrain_compatible
endpoints_compatible
us
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sentiment_trained_1234567
This model is a fine-tuned version of
distilbert-base-uncased
on the tweet_eval dataset. It achieves the following results on the evaluation set:
Loss: 1.2854
F1: 0.7165
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: 1.2140338797769864e-05
train_batch_size: 4
eval_batch_size: 4
seed: 1234567
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.6603
1.0
11404
0.7020
0.6992
0.5978
2.0
22808
0.8024
0.7151
0.5495
3.0
34212
1.0837
0.7139
0.4026
4.0
45616
1.2854
0.7165
Framework versions
Transformers 4.12.5
Pytorch 1.9.1
Datasets 1.16.1
Tokenizers 0.10.3
