Feature/enhance safety tests with promptguard #1119
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chakravarthik27
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This commit refactors the PromptGuard class in the modelhandler/promptguard.py module. The changes include: - Simplifying the initialization process by using a singleton pattern - Loading the model and tokenizer from Hugging Face - Preprocessing the input text to remove spaces and mitigate prompt injection tactics - Calculating class probabilities for a single or batch of texts - Adding methods to get jailbreak scores and indirect injection scores for a single input text or a batch of texts - Processing texts in batches to improve efficiency The commit also includes changes in the safety.py module: - Importing the PromptGuard class from the modelhandler/promptguard.py module - Replacing the pipeline usage with the PromptGuard class to get indirect injection scores Lastly, the commit includes changes in the output.py and sample.py modules: - Adding a greater than or equal to comparison method in the MaxScoreOutput class - Updating the comparison method in the QASample class to use the new comparison method in MaxScoreOutput
chakravarthik27
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