Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
news_sentiment_sentence_v1 – AI Model by Harvinder6766 | AlphaNeural AI
You can deploy this model and start earning money today!
Harvinder6766
/
news_sentiment_sentence_v1
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
news_sentiment_sentence_v1
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.5339
Accuracy: 0.7785
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: 5
Training results
Training Loss
Epoch
Step
Validation Loss
Accuracy
No log
1.0
89
0.5339
0.7785
No log
2.0
178
0.5512
0.7785
No log
3.0
267
0.5358
0.7911
No log
4.0
356
0.5619
0.7975
No log
5.0
445
0.6056
0.7785
Framework versions
Transformers 4.35.0
Pytorch 2.1.0+cu118
Datasets 2.14.6
Tokenizers 0.14.1
