Downloads · 30 days
13
1% of all-time downloads
malicious-package-classifier-bert-weighted-balanced
endorlabs/malicious-package-classifier-bert-weighted-balanced
malicious-package-classifier-bert-weighted-balanced is a machine learning model from endorlabs. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft.
should probably proofread and complete it, then remove this comment. --
All-time downloads
1.1K
Public
Repo size
18 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.6 MB · 51%
At a glance
- Library
- peft
- Model type
- roberta
- Access
- Public
- Created
- May 27, 2024
- Updated
- May 31, 2024
- SHA
- 42080f1d
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
malicious-package-classifier-bert-weighted-balanced
This model is a fine-tuned version of microsoft/codebert-base-mlm on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0285
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: 140
- eval_batch_size: 140
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0203 | 1.0 | 24728 | 0.0412 |
| 0.0302 | 2.0 | 49456 | 0.0285 |
| 0.0197 | 3.0 | 74184 | 0.0290 |
| 0.012 | 4.0 | 98912 | 0.0345 |
| 0.0147 | 5.0 | 123640 | 0.0408 |
Framework versions
- PEFT 0.10.0
- Transformers 4.39.3
- Pytorch 2.2.2+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- peft
- Type
- roberta
- Created
- May 27, 2024
- Updated
- May 31, 2024