The Problem of Big Data in Small Context Windows (Part 2)
Phil explains how to further optimize LLM context windows. Part 2 summarizes the key strategies you can use to improve your use of the context window.
Dr. Phil Winder
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17 minMore articles
Page 6 of 20
Dr. Phil Winder
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17 min
The Problem of Big Data in Small Context Windows (Part 1)
Dr. Phil Winder explores challenges of squeezing big data into LLMs' small context windows. Part 1 introduces the problem and the series.
Dr. Phil Winder
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12 min
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
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14 min
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
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11 min
MLOps in Supply Chain Management
MLOps consulting in supply chain management. Learn how Winder.AI supported the MLOps platform team at Interos to deliver an internal AI platform for their developers.
Dr. Phil Winder
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6 min
Part 5: How to Monitor a Large Language Model
Ideas and best practices discussing how to effectively monitor your large language model.
Natalia Kuzminykh
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7 min
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
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9 min
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
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8 min
Announcing Stable Audio: A Generative AI Music Service
Winder.AI and Stability AI released Stable Audio, a groundbreaking generative AI service that allows you to generate high-quality music from a text prompt.
Dr. Phil Winder
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4 min
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
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13 minNewsletter
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