Luca CanaleinSarus BlogFine-tuning Mistral 7-B with QLora for new knowledge learningThis post is a small technical report to evaluate the capacity of a LLM to learn some new knowledge, it has never faced before. To do so…18h ago18h ago
Luca CanaleinSarus BlogAn open-source dataset to test LLM private knowledge understandingSarus builds privacy-preserving AI solutions. Many of our AI use cases involve:6d ago6d ago
Luca CanaleinSarus BlogLLMs have become excellent at memorizing: it’s a problem for privacyRecent advances in generative AI have brought a lot of enthusiasm in the community as new open source models such as Llama2 can achieve…Oct 3, 2023Oct 3, 2023
Luca CanaleinSarus BlogHow advances in Generative AI change the game for privacy protectionLanguage models have emerged as powerful tools but they come with strong privacy concerns. Up until today, it was impractical to train them…Sep 15, 2023Sep 15, 2023