Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
roberta-senti-neologism-LORA – AI Model by AkhilaGP | AlphaNeural AI
You can deploy this model and start earning money today!
AkhilaGP
/
roberta-senti-neologism-LORA
like
0
peft
safetensors
generated_from_trainer
cardiffnlp/twitter-roberta-base-sentiment-latest
adapter
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
roberta-senti-neologism-LORA
This model is a fine-tuned version of
cardiffnlp/twitter-roberta-base-sentiment-latest
on the None dataset. It achieves the following results on the evaluation set:
Loss: 0.5232
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: 16
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP
Training results
Training Loss
Epoch
Step
Validation Loss
0.5386
1.3055
500
0.5428
0.5149
2.6110
1000
0.5232
Framework versions
PEFT 0.13.2
Transformers 4.45.2
Pytorch 2.5.1+cu124
Datasets 3.1.0
Tokenizers 0.20.3
