Mingze He, Ph.D.Can Synthetic Data Be Reversed?In the world of AI development, privacy is one of the most pressing concerns. Synthetic data generated with differential privacy (DP) has…1d ago1d ago
Mingze He, Ph.D.Training LLM on Sensitive Data: Risk of PII LeakageAs machine learning and artificial intelligence (AI) continue to evolve, Large Language Models (LLMs) like LLaMA , Mistral etc., have…6d ago6d ago
Mingze He, Ph.D.How to build Trust with Private Synthetic DataUnlock insights with confidence using Secludy’s synthetic data platform.6d ago6d ago
Mingze He, Ph.D.Implement Transformer via Pytorch step-by-step part 3From the first part 1 and part 2, we have introduced how to code self-attention, multi-head attention, encoder/decoder block. Here is one…Dec 5, 2023Dec 5, 2023
Mingze He, Ph.D.Implement Transformer via Pytorch step-by-step part 2Following from part 1, where we have defined the self-attention func along with the multi-head mechanism, we will continue to build our…Dec 4, 2023Dec 4, 2023
Mingze He, Ph.D.Implement Transformer via Pytorch step-by-step part 1I think most of those who are interested in A.I. have read or heard about the famous paper ‘Attention is all you need’. Today, I am going…Dec 3, 2023Dec 3, 2023