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Deberta V3 Base Injection Onnx
This is the ONNX-converted version of the deepset/deberta-v3-base-injection model for detecting prompt injection attacks.
Downloads 30
Release Time : 11/11/2023
Model Overview
This model is based on the DeBERTa-v3 architecture, specifically designed for text classification tasks, particularly detecting security threats like prompt injection and jailbreak attacks.
Model Features
ONNX Format
The model has been converted to ONNX format, supporting more efficient inference deployment
Prompt Injection Detection
Specifically designed to identify and classify prompt injection attacks
Based on DeBERTa-v3
Utilizes the advanced DeBERTa-v3 architecture for powerful text comprehension
Model Capabilities
Text Classification
Security Threat Detection
Prompt Injection Identification
Use Cases
AI Security
LLM Security Protection
Detects and prevents malicious prompt injections targeting large language models
Effectively identifies common prompt injection attack patterns
Content Moderation
Identifies malicious inputs attempting to bypass system restrictions
Reduces the risk of system abuse
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