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Pau Labarta Bajo's Newsletter

Pau Labarta Bajo

AI engineering wout BS

Platform
Substack
PricingFreemiumPublishesWeekly
Issues174Founded4 years agoLast Issue9 days ago
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Latest Issues

How to build end-2-end systems with Small Models - part 2

This is the second (and last) part of my mega-short-yet-dense tutorial on how to build end-2-end systems using Small Language Models.

Two weeks ago we designed a system that can help prevent wildfires using satellite images. This is what I...

9 days ago
12

How to build end-2-end systems with Small Models - part 1

Today I want to share with you a full end-2-end system built around a Small Language Model.

I initially had in mind the idea to publish a single post, today. However, there is so much content and details I don’t want to skip, that I decide...

23 days ago
44
1

Fine-tune a Vision-Language Model on Satellite imagery

Today I want to show you how to fine-tune a vision-language model (VLM) to understand satellite imagery.

We will use LiquidAI’s LFM2.5-VL-450M, a compact 450M parameter vision-language model, fine-tuned on the VRSBench dataset using leap-f...

a month ago
23

Fine-tuning a Small LM to control your house

Today I want to show you how to:

  • generate high-quality synthetic data for fine-tuning,

  • fine-tune a small 350M parameter model with this dataset, and

  • deploy the final model into your app.

This is the 2nd part of the tutori...

2 months ago
37
2

Building a local Home Assistant with LFM models

Today we kick off a hands-on series on running a small language model entirely on your own hardware to control a smart home.

No cloud API keys. No latency to a remote server. No data leaving your home.

Just a local LFM model answering que...

2 months ago
33

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  • Pau Labarta Bajo

    Citizen of the World who teaches AI that **works** at Liquid AI | Maths Olympian | Father of 1… sorry 2

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