Published inTowards Data ScienceExposing Jailbreak Vulnerabilities in LLM Applications with ARTKITAutomated prompt-based testing to extract hidden passwords in the popular Gandalf challengeSep 254Sep 254
Published inLevel Up CodingInside the Leaked System Prompts of GPT-4, Gemini 1.5, Claude 3, and MoreUnveiling the shared strategies and key distinctions in the prompts behind the best LLMs from OpenAI, Google, and AnthropicApr 168Apr 168
Published inDataDrivenInvestorHow to Web Scrape Wikipedia with LLM AgentsSimple guide to using LangChain Agents and Tools with OpenAI’s LLMs and Function Calling for web scraping of WikipediaJan 33Jan 33
Published inTowards Data ScienceGuide to ChatGPT’s Advanced Settings — Top P, Frequency Penalties, Temperature, and MoreUnlock the full potential of ChatGPT by optimizing extended configurations like Top P, frequency and presence penalties, stop sequences…Nov 7, 20231Nov 7, 20231
Published inBetter ProgrammingText-to-Audio Generation with Bark, Clearly ExplainedDiscover the capabilities and intricacies of Bark, the open-source Generative AI model for text-to-speech, text-to-sound, and text-to-musicOct 9, 20235Oct 9, 20235
Published inTowards Data ScienceWhen AI Goes Astray: High-Profile Machine Learning Mishaps in the Real WorldA tour of infamous machine learning blunders and failures that caught the world’s attentionAug 19, 202318Aug 19, 202318
Published inTowards Data ScienceRunning Llama 2 on CPU Inference Locally for Document Q&AClearly explained guide for running quantized open-source LLM applications on CPUs using LLama 2, C Transformers, GGML, and LangChainJul 18, 202331Jul 18, 202331
Published inTowards Data SciencearXiv Keyword Extraction and Analysis Pipeline with KeyBERT and TaipyBuild a keyword analysis application in Python comprising a frontend user interface and backend pipelineApr 18, 20232Apr 18, 20232
Published inDataDrivenInvestorHow to Swap Day and Month of Incorrectly Formatted Excel DatesA simple Excel trick to switch and flip the day and month parts of datesJan 2, 2023Jan 2, 2023
Published inTowards Data SciencePractical Guide to Transfer Learning in TensorFlow for Multiclass Image ClassificationClearly-explained step-by-step tutorial for implementing transfer learning in image classificationDec 27, 20223Dec 27, 20223