Topic

Language Models (LLM)

The Winder.AI Language Models (LLM) blog. 28 articles on industrial Language Models (LLM), from our consulting and research work.

All Machine Learning Talk Case Study Workshop Language Models (LLM)

Articles in this topic

Page 3 of 3

Language Models

ChatGPT from Scratch: How to Train an Enterprise AI Assistant

A video presentation that delves into the architecture, training methodologies, data pipeline construction, and optimization techniques required for creating a state-of-the-art enterprise assistant.

Dr. Phil Winder / 14 min

Language Models

Part 6: Useful ChatGPT Libraries: Productization and Hardening

Boost ChatGPT projects with LangChain & LlamaIndex. Learn more about how to leverage ChatGPT libraries to streamline your project.

Natalia Kuzminykh / 11 min

Language Models

Part 5: How to Monitor a Large Language Model

Ideas and best practices discussing how to effectively monitor your large language model.

Natalia Kuzminykh / 7 min

Language Models

Fine-tune a Quantized Large Language Model on a Single GPU (Falcon-7B)

Example Python code that to train and fine-tune a quantized large language model on your custom data on a single GPU.

Dr. Phil Winder / 9 min

Language Models

Part 4: How to Deploy a ChatGPT Model or LLM

Learn how to deploy your custom large language model or ChatGPT model. Top tips and best practices for deploying your own LLM.

Natalia Kuzminykh / 8 min

Language Models

Part 3: Training Custom ChatGPT and Large Language Models

Learn how to train your own custom large language model or ChatGPT model. Top tips and best practices for training your own LLM.

Natalia Kuzminykh / 13 min

Language Models

Part 2: An Overview of LLM Development & Training

Create bespoke LLMs like ChatGPT using commercial & open-source models. Discover the key phases of LLM development, with deep-dives later in the series.

Natalia Kuzminykh / 9 min

Language Models

Part 1: Introduction to Large Language Models and ChatGPT

Explore the workings of ChatGPT and large language models (LLMs) in AI, their creation, applications, and impact. Part 1 in this series introduces the basics.

Natalia Kuzminykh / 9 min

Newsletter

AI engineering insights, in your inbox

Case studies and industry analysis from our team. No hype, roughly monthly.