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albert-xxlarge-v2-disaster-twitter-preprocess_data – AI Model by JiaJiaCen | AlphaNeural AI
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JiaJiaCen
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albert-xxlarge-v2-disaster-twitter-preprocess_data
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transformers
tensorboard
safetensors
albert
text-classification
generated_from_trainer
albert/albert-xxlarge-v2
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
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albert-xxlarge-v2-disaster-twitter-preprocess_data
This model is a fine-tuned version of
albert-xxlarge-v2
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.4819
F1: 0.7818
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: 6
Training results
Training Loss
Epoch
Step
Validation Loss
F1
0.603
1.0
762
0.6956
0.0
0.5915
2.0
1524
0.7287
0.7011
0.5551
3.0
2286
0.5446
0.7629
0.4994
4.0
3048
0.4434
0.7722
0.4244
5.0
3810
0.4622
0.7840
0.4126
6.0
4572
0.4819
0.7818
Framework versions
Transformers 4.38.1
Pytorch 2.1.2
Datasets 2.1.0
Tokenizers 0.15.2
