caribbean_english_sentiment_fine_tuned_bert – AI Model by osei1819 | AlphaNeural AI

You can deploy this model and start earning money today!

osei1819/
caribbean_english_sentiment_fine_tuned_bert

like

0

text-classification

generated_from_trainer

google-bert/bert-base-uncased

autotrain_compatible

endpoints_compatible

Views

No views yet

caribbean_english_sentiment_fine_tuned_bert

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.5396

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: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
lr_scheduler_warmup_steps: 500
num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss
0.2572	1.0	324	0.3697
0.4149	2.0	648	0.3590
0.1627	3.0	972	0.3551
0.1305	4.0	1296	0.3579
0.0864	5.0	1620	0.4610
0.0023	6.0	1944	0.5108
0.052	7.0	2268	0.4790
0.0976	8.0	2592	0.5181
0.0837	9.0	2916	0.5258
0.0011	10.0	3240	0.5396

Framework versions

Transformers 4.46.2
Pytorch 2.5.1+cu121
Datasets 3.1.0
Tokenizers 0.20.3