Shenggang LiinTowards AIA Novel Retrieval-Augmented Generation with Autoencoder-Transformed EmbeddingsIntegrating NLP Techniques for Optimized Query Representation in LLMs·15 min read·2 days ago----
Shenggang LiinLevel Up CodingExploration of Reinforcement Learning in LLMsUnveiling the Power of RL in LLMs for Interactive Dialogues, Intelligent Retrieval, and Discoveries·14 min read·6 days ago----
Shenggang LiChatGPT for Business-Oriented Predictive Models: My Experience as a Data ScientistLeveraging AI Prompts and Interactive Machine Learning·23 min read·Jun 17, 2024----
Shenggang LiinTowards AIKolmogorov-Arnold Networks for Mathematical DiscoveryExploring Prime Number Distribution and Predictive Modeling with KAN and Other Mathematical Insights·12 min read·Jun 5, 2024--2--2
Shenggang LiinTowards AIExploring AI Prompt Engineering: Mathematical Foundations and RAG MethodologiesA Comprehensive Guide of LLMs, In-Context Learning, and RAG Techniques·23 min read·May 29, 2024--1--1
Shenggang LiinLevel Up CodingComprehensive Analysis of Tree of Thought, Probabilistic Relevance, and Large Language Modeling in…Integrating generative AI to boost operational efficiency has become a trend in various business sectors. Traditional AI chatbots may…·20 min read·May 13, 2024--1--1
Shenggang LiinTowards AIUnpacking Kolmogorov-Arnold NetworksEdge-Based Activation: Exploring the Mathematical Foundations and Practical Implications of KANs·15 min read·May 10, 2024--5--5
Shenggang LiinLevel Up CodingHugging Face Transformers for Retail Recommendations: A Deep Dive into Tabular Data UtilizationExploring Large Language Models and Attention Mechanisms for Enhanced Customer Purchase Predictions·14 min read·Apr 30, 2024----
Shenggang LiinTowards AIDevelop Hugging Face Transformers for Enhanced Customer Repurchase InsightsExploring the Effectiveness of Language Representation Models in Predicting Customer Behavior with Tabular Data·11 min read·Apr 28, 2024----
Shenggang LiinNerd For TechAll You Need to Know: Comprehensive FAQ on Hugging Face TransformersMastering and Developing Custom Transformers: A Complete and Practical Guide·31 min read·Apr 21, 2024----