Matteo Villosio Personal Blog
Matteo Villosio Personal Blog
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ErisForge: Customizing LLM Behaviors for Enhanced Control and Research
ErisForge empowers developers to adjust refusal, tone, and other behaviors within LLMs, offering a versatile toolkit for customization, adversarial testing, and research on model censorship.
Matteo Villosio
Last updated on Nov 13, 2024
8 min read
When LLMs confess: Prompt Injection and Data Exfiltration
Unveiling the risks and defenses against prompt/data exfiltration attacks targeting Large Language Models (LLMs), this comprehensive exploration sheds light on how attackers can manipulate LLMs to divulge sensitive information and outlines robust strategies for safeguarding these AI systems
Matteo Villosio
Last updated on Feb 27, 2024
5 min read
Enhancing Your Haystack Experience: The Unofficial Chatbot Guide
The Haystack Documentation Chatbot is an LLM agent that you can use to chat with the documentation of the famous NLP framework Haystack.
Matteo Villosio
Last updated on Dec 17, 2023
5 min read
Kompy - A Python Wrapper for Komoot APIs
Kompy is a Python wrapper for Komoot APIs, designed for outdoor enthusiasts and developers who want to access and manipulate their Komoot data for personal dashboards or analysis. Easy to install and use, it allows for downloading and uploading activities from and to Komoot, making it a versatile tool for integrating outdoor activities with digital platforms.
Matteo Villosio
Last updated on Nov 12, 2023
2 min read
Project
Step Back Propting - Let's make LLM think about questions
Exploring the transformative potential of STEP-BACK PROMPTING, the paper introduces a novel, human cognition-inspired technique aimed at substantially enhancing the multi-step reasoning abilities of Transformer-based Large Language Models, showcasing significant performance improvements across varied complex tasks.
Matteo Villosio
Last updated on Oct 26, 2023
3 min read
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