Model: protectai/deberta-v3-base-prompt-injection
Author: protectai
Pipeline: text-classification
Library: transformers
Tags: transformers, onnx, safetensors, deberta-v2, text-classification, prompt-injection, injection, security, generated_from_trainer, en, dataset:Lakera/gandalf_ignore_instructions, dataset:rubend18/ChatGPT-Jailbreak-Prompts, dataset:imoxto/prompt_injection_cleaned_dataset-v2, dataset:hackaprompt/hackaprompt-dataset, dataset:fka/awesome-chatgpt-prompts, dataset:teven/prompted_examples, dataset:Dahoas/synthetic-hh-rlhf-prompts, dataset:Dahoas/hh_prompt_format, dataset:MohamedRashad/ChatGPT-prompts, dataset:HuggingFaceH4/instruction-dataset, dataset:HuggingFaceH4/no_robots, dataset:HuggingFaceH4/ultrachat_200k, base_model:microsoft/deberta-v3-base, base_model:quantized:microsoft/deberta-v3-base, doi:10.57967/hf/2739, license:apache-2.0, co2_eq_emissions, endpoints_compatible, region:us
Base models (quantized): id: microsoft/deberta-v3-base
Card metadata: license: apache-2.0
base_model: microsoft/deberta-v3-base
datasets: Lakera/gandalf_ignore_instructions, rubend18/ChatGPT-Jailbreak-Prompts, imoxto/prompt_injection_cleaned_dataset-v2, hackaprompt/hackaprompt-dataset, fka/awesome-chatgpt-prompts, teven/prompted_examples, Dahoas/synthetic-hh-rlhf-prompts, Dahoas/hh_prompt_format, MohamedRashad/ChatGPT-prompts, HuggingFaceH4/instruction-dataset, HuggingFaceH4/no_robots, HuggingFaceH4/ultrachat_200k
language: en
tags: prompt-injection, injection, security, generated_from_trainer
metrics: accuracy, recall, precision, f1
pipeline_tag: text-classification
model-index: name: deberta-v3-base-prompt-injection
co2_eq_emissions: emissions: 0.9990662916168788
source: code carbon
training_type: fine-tuning
Likes: 91 | All-time downloads: 4977081
Created: 2023-11-25 08:09:08