Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
distilbert-stock-tweet-sentiment-analysis – AI Model by Truong080401 | AlphaNeural AI
You can deploy this model and start earning money today!
Truong080401
/
distilbert-stock-tweet-sentiment-analysis
like
0
transformers
tensorboard
safetensors
distilbert
text-classification
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
distilbert-stock-tweet-sentiment-analysis
This model is a fine-tuned version of
distilbert-base-uncased
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.6161
Accuracy: 0.7565
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: 16
eval_batch_size: 16
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
0.7775
1.0
500
0.6208
0.7455
0.5392
2.0
1000
0.6127
0.753
0.4114
3.0
1500
0.6161
0.7565
Framework versions
Transformers 4.41.2
Pytorch 2.3.0+cu121
Datasets 2.20.0
Tokenizers 0.19.1
