Fine-Tuning Large Language Models for Specialized Domains: A Practical GuidePart 2: Fine-tuning and Evaluating LLMsApr 251Apr 251
Fine-Tuning Large Language Models for Specialized Domains: A Practical GuidePart 1: Selecting and Evaluating the Right LLMMar 221Mar 221
Published inDataDrivenInvestorAI Agents in Fraud Detection: Bridging the Gap Between Traditional Machine Learning and Human…In an era where digital transactions dominate, fraud has evolved into a sophisticated, ever-present threat. By 2026, global fraud losses…Feb 16Feb 16
The Surprising Efficiency of Fine-Tuned LLMs on Patent Claim GenerationHow fine-tuned LLMs can outperform larger models in patent claim generationDec 24, 2024Dec 24, 2024
Is Bigger Always Better for Large Language Models?While increasing the size of LLMs has led to impressive gains in performance, such as complex reasoning and accuracy, it now appears that…Dec 17, 2024Dec 17, 2024
Leveraging Automated Data Labeling Tools for Efficient LLM Fine-TuningAs AI models continue to advance rapidly, the need for labeling high-quality data is more important than ever. Yet, one persistent hurdle…Dec 2, 20241Dec 2, 20241
Building Autonomous Agent for Extracting Insights from Financial NewsTimely and accurate information is critical for making informed decisions when investing in public companies. Financial analysts often face…Oct 10, 2024Oct 10, 2024
Published inUBIAI NLPFine-Tuning LLAMA 3 Model for Relation Extraction Using UbiAIExtracting meaningful relationships from unstructured text has gained critical importance. This article examines the process of fine-tuning…Aug 13, 20241Aug 13, 20241
