Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-ag_news – AI Model by TransferGraph | AlphaNeural AI
You can deploy this model and start earning money today!
TransferGraph
/
mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-ag_news
like
0
peft
safetensors
parquet
text-classification
ag_news
mrm8488/codebert-base-finetuned-detect-insecure-code
adapter
model-index
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
mrm8488_codebert-base-finetuned-detect-insecure-code-finetuned-lora-ag_news
This model is a fine-tuned version of
mrm8488/codebert-base-finetuned-detect-insecure-code
on the ag_news dataset. It achieves the following results on the evaluation set:
accuracy: 0.9203
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: 0.0004
train_batch_size: 24
eval_batch_size: 24
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 4
Training results
accuracy
train_loss
epoch
0.2551
None
0
0.9067
0.3517
0
0.9170
0.2673
1
0.9188
0.2410
2
0.9203
0.2258
3
Framework versions
PEFT 0.8.2
Transformers 4.37.2
Pytorch 2.2.0
Datasets 2.16.1
Tokenizers 0.15.2
