Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
emotion-classifier-distilbert-lora – AI Model by Ludwigd | AlphaNeural AI
You can deploy this model and start earning money today!
Ludwigd
/
emotion-classifier-distilbert-lora
like
0
peft
safetensors
generated_from_trainer
distilbert/distilbert-base-uncased
adapter
apache-2.0
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
emotion-classifier-distilbert-lora
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: 0.2179
F1 Macro: 0.1433
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: 1e-05
train_batch_size: 32
eval_batch_size: 32
seed: 42
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 4
Training results
Training Loss
Epoch
Step
Validation Loss
F1 Macro
0.2775
1.0
1307
0.2532
0.0016
0.2346
2.0
2614
0.2272
0.0821
0.2256
3.0
3921
0.2198
0.1369
0.2224
4.0
5228
0.2179
0.1433
Framework versions
PEFT 0.14.0
Transformers 4.51.3
Pytorch 2.6.0+cu124
Datasets 3.6.0
Tokenizers 0.21.1
