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Insight Lane at MIT
I’m still cranking away at part 6 of my LLM series, but I didn’t want you all to think I’d gone dormant again! This week I got the old band together to promote our Insight Lane crash ...
In updates, Feb 09, 2024
Fine-tuning ChatGPT for Dermatology
The main goal of my project with dermatology tech startup Melatech is to build a prototype clinical note generation engine. The notes generated need to have the following qualities:
In Dermatology, tutorial, LLM, Jan 24, 2024
LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
In this post, we continue exploring how to “tune” the output of our LLM application to be more…Friends-ly.
In LLM App Series, LLM, tutorials, Jan 17, 2024
LLM Apps Part 4 - Only the finest tuning
In this post, we explore how to make our LLM application to “talk” the way we want by fine-tuning OpenAI’s GPT3.5 model.
In LLM App Series, LLM, tutorials, Jan 10, 2024
New Year, New Blog
Happy new year! You may have noticed a few…changes here.
In updates, Jan 03, 2024
LLM Apps Part 3 - RAGs to riches
This is part 3 of my series on LLM application development, see the previous two parts:
In LLM App Series, LLM, tutorials, Dec 17, 2023
LLM technology for dermatology
One of the projects I’ve been working on recently has been with a startup named Melatech, which aims to develop AI-assisted workflows for clinical training and management. One of the...
In Dermatology, research, Dec 12, 2023
LLM Apps Part 2 - Ollama, LlamaBot and Oobabooga - Oh my!
This is part 2 of my series on LLM applications. Check out part 1
In LLM App Series, LLM, tutorials, Dec 01, 2023
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LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
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LLM Apps Part 4 - Only the finest tuning
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LLM Apps Part 3 - RAGs to riches
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LLM technology for dermatology
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The Embiggening of NLP - Part 3 - Fine-tuning
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The Embiggening of NLP - Part 2 - LARGE Language Models
In LLM Intro Series, LLM, tutorials,