Introduction What is a pickle file? A pickle file is a binary file created using Python’s pickle module, which allows you to serialize i.e convert to a byte stream and deserialize i.e reconstruct P...
Introduction We may use a slightly modified version of the chatbot, but the core functionality will be the same. 1) We are going to load a model 2) We are going to load a tokenizer 3) We are goin...
Introduction Understanding Static Application Security Testing SAST helps in: 1) Finding the weaknesses in the code that might materialize into vulnerabilities. 2) Providing recommendations for f...
Introduction Software Component Analysis (SCA) helps in: 1) Identifying the components used in a software. 2) Understanding the dependencies between the components. 3) Understanding the potential...
Introduction LLM hallucination refers to the phenomenon where a language model such as GPT, BERT, or other large language models generates information that is incorrect, nonsensical, or fabricated,...
Introduction The LLM has some protections built in to itself to safeguard some types of confidential information. We will try to bypass those safeguards using cleverly written prompts. Requirement...
Requirements apt update apt install python3-pip -y mkdir llm-prompts cd llm-prompts cat >requirements.txt <<EOF transformers==4.48.3 torch==2.6.0 accelerate==1.8.1 einops==0.8.1 jinja2==3...
Introduction We may use a slightly modified version of the chatbot, but the core functionality will be the same. 1) We are going to load a model 2) We are going to load a tokenizer 3) We are going...
About Sentiment Analysis Sentimental Analysis is a crucial task in natural language processing (NLP) that involves determining the emotional tone or polarity of a given text, classifying it as posi...
Prompt injection is a type of attack against AI language models where an attacker attempts to manipulate the model’s behavior by inserting carefully crafted text into the input prompt. This techniq...
