Shaw TalebiinTowards Data ScienceText Embeddings, Classification, and Semantic SearchAn introduction with example Python code·11 min read·Mar 27, 2024--4--4
Shaw TalebiinTowards Data ScienceHow to Improve LLMs with RAGA beginner-friendly introduction w/ Python code·12 min read·Mar 9, 2024--5--5
Shaw TalebiinTowards Data ScienceQLoRA — How to Fine-Tune an LLM on a Single GPUAn introduction with Python example code (ft. Mistral-7b)·16 min read·Feb 22, 2024--7--7
Shaw TalebiinTowards Data ScienceHow to Build an AI Assistant with OpenAI + PythonStep-by-step guide on using the Assistants API & Fine-tuning·13 min read·Feb 8, 2024--4--4
Shaw TalebiinThe Data EntrepreneursA (Data) Entrepreneur’s Guide to LLMsWhat entrepreneurs need to know about using LLMs in practice·11 min read·Oct 12, 2023--4--4
Shaw TalebiinTowards Data ScienceHow to Build an LLM from ScratchData Curation, Transformers, Training at Scale, and Model Evaluation·16 min read·Sep 21, 2023--10--10
Shaw TalebiinTowards Data ScienceFine-Tuning Large Language Models (LLMs)A conceptual overview with example Python code·14 min read·Sep 11, 2023--3--3
Shaw TalebiinTowards Data SciencePrompt Engineering — How to trick AI into solving your problems7 prompting tricks, Langchain, and Python example code·14 min read·Aug 25, 2023--4--4
Shaw TalebiinTowards Data ScienceCracking Open the Hugging Face Transformers LibraryA quick-start guide to using open-source LLMs·10 min read·Aug 5, 2023--4--4
Shaw TalebiinTowards Data ScienceCracking Open the OpenAI (Python) APIA complete beginner-friendly introduction with example code·11 min read·Jul 21, 2023--2--2
Shaw TalebiinTowards Data ScienceA Practical Introduction to LLMs3 levels of using LLMs in practice·7 min read·Jul 13, 2023--5--5
