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DeBERTa Secret Detection Model

This model detects secrets in git diff lines.

Model Details

Base Model: microsoft/deberta-base
Task: Binary sequence classification
Labels:
- LABEL_0: Normal
- LABEL_1: Secret

Training

Loss: Weighted cross-entropy
Metric for best model: F1
BF16 training
Gradient checkpointing enabled

Usage

from transformers import pipeline

classifier = pipeline(
    "text-classification",
    model="hypn05/secret-detector-deberta-base"
)

classifier("+ password='secret123'")

Intended Use

Production secret detection in git diffs.

Downloads last month: 18

Safetensors

Model size

0.2B params

Tensor type

F32

Model tree for hypn05/secret-detector-deberta-base

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microsoft/deberta-v3-base

Finetuned

(530)

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