Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
w11wo_sundanese-bert-base-emotion-classifier-finetuned-lora-tweet_eval_irony – AI Model by TransferGraph | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
w11wo_sundanese-bert-base-emotion-classifier-finetuned-lora-tweet_eval_irony
like
0
peft
safetensors
parquet
text-classification
tweet_eval
w11wo/sundanese-bert-base-emotion-classifier
adapter
mit
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
w11wo_sundanese-bert-base-emotion-classifier-finetuned-lora-tweet_eval_irony
This model is a fine-tuned version of
w11wo/sundanese-bert-base-emotion-classifier
on the tweet_eval dataset. It achieves the following results on the evaluation set:
accuracy: 0.5864
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: 0.0005
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 8
Training results
accuracy
train_loss
epoch
0.4974
None
0
0.5361
0.7013
0
0.5298
0.6854
1
0.5529
0.6635
2
0.5644
0.6476
3
0.5560
0.6263
4
0.5738
0.6143
5
0.5812
0.6073
6
0.5864
0.6047
7
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
