InTowards Data SciencebyShaw TalebiFine-Tuning BERT for Text ClassificationA hackable example with Python codeOct 172Oct 172
InTowards Data SciencebyShaw TalebiLLM Fine-tuning — FAQsAnswering the most common questions I received as an AI consultantSep 261Sep 261
InTowards Data SciencebyShaw TalebiCompressing Large Language Models (LLMs)Make LLMs 10X smaller without sacrificing performanceAug 305Aug 305
InTowards Data SciencebyShaw TalebiLocal LLM Fine-Tuning on Mac (M1 16GB)Beginner-friendly Python code walkthrough (ft. MLX)Aug 12Aug 12
InTowards Data SciencebyShaw TalebiText Embeddings, Classification, and Semantic SearchAn introduction with example Python codeMar 274Mar 274
InTowards Data SciencebyShaw TalebiHow to Improve LLMs with RAGA beginner-friendly introduction w/ Python codeMar 96Mar 96
InTowards Data SciencebyShaw TalebiQLoRA — How to Fine-Tune an LLM on a Single GPUAn introduction with Python example code (ft. Mistral-7b)Feb 2210Feb 2210
InTowards Data SciencebyShaw TalebiHow to Build an AI Assistant with OpenAI + PythonStep-by-step guide on using the Assistants API & Fine-tuningFeb 85Feb 85
InThe Data EntrepreneursbyShaw TalebiA (Data) Entrepreneur’s Guide to LLMsWhat entrepreneurs need to know about using LLMs in practiceOct 12, 20234Oct 12, 20234
InTowards Data SciencebyShaw TalebiHow to Build an LLM from ScratchData Curation, Transformers, Training at Scale, and Model EvaluationSep 21, 202311Sep 21, 202311
InTowards Data SciencebyShaw TalebiFine-Tuning Large Language Models (LLMs)A conceptual overview with example Python codeSep 11, 20235Sep 11, 20235
InTowards Data SciencebyShaw TalebiPrompt Engineering — How to trick AI into solving your problems7 prompting tricks, Langchain, and Python example codeAug 25, 20234Aug 25, 20234
InTowards Data SciencebyShaw TalebiCracking Open the Hugging Face Transformers LibraryA quick-start guide to using open-source LLMsAug 5, 20234Aug 5, 20234
InTowards Data SciencebyShaw TalebiCracking Open the OpenAI (Python) APIA complete beginner-friendly introduction with example codeJul 21, 20232Jul 21, 20232
InTowards Data SciencebyShaw TalebiA Practical Introduction to LLMs3 levels of using LLMs in practiceJul 13, 20237Jul 13, 20237