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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 Apps Part 3 - RAGs to riches

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 technology for dermatology

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
LLM Apps Part 2 - Ollama, LlamaBot and Oobabooga - Oh my!

LLM Apps Part 1 - Coding from scratch

Good news everyone! I’m going to be presenting again at ODSC East! This time I’m going to shift focus and really dig into Large Language Models (LLMs). Partly because everyone else i...

In LLM App Series, LLM, tutorials, Nov 21, 2023
LLM Apps Part 1 - Coding from scratch

Tokens to Transformers: An update to Bagging to BERT

I swear, I’m still here! The past few weeks have been a bit of madness with job transition, travel, etc.

In Bagging to BERT, NLP, tutorials, Oct 04, 2023
Tokens to Transformers: An update to Bagging to BERT

Llama-2: Judgement Day

This is another paper summary, this time focusing on the Llama-2 paper

In papers, NLP, LLM, Sep 06, 2023
Llama-2: Judgement Day

Platypus - Quick, Cheap, and Powerful Refinement of LLMs

Hi all! In the interest of keeping up with the latest and greatest in LLMs, I’ve been collecting some articles and will hopefully have time to work through each. Typically my process...

In LLM, papers, Aug 22, 2023

The Embiggening of NLP - Part 3 - Fine-tuning

In the last two posts, I talked about language models and some reasons people are saying that size matters. The last part of this I want to cover is something I feel is often missing...

In LLM Intro Series, LLM, tutorials, Aug 10, 2023
The Embiggening of NLP - Part 3 - Fine-tuning

Featured

  1. LLM Apps Part 5 - Even finer tuning - Quantization and LoRA
    In LLM App Series, LLM, tutorials,
  2. LLM Apps Part 4 - Only the finest tuning
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  3. LLM Apps Part 3 - RAGs to riches
    In LLM App Series, LLM, tutorials,
  4. LLM technology for dermatology
    In Dermatology, research,
  5. The Embiggening of NLP - Part 3 - Fine-tuning
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  6. The Embiggening of NLP - Part 2 - LARGE Language Models
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