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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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How Much VRAM Do You *Actually* Need for Local LLMs?

How Much VRAM Do You *Actually* Need for Local LLMs?

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2 min read
We shipped a model on a 2-point eval win. It was noise.

We shipped a model on a 2-point eval win. It was noise.

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4 min read
How I Built a Real-Time Anomaly Detection Engine for a Cloud Storage Platform

How I Built a Real-Time Anomaly Detection Engine for a Cloud Storage Platform

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10 min read
Close the loop

Close the loop

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10 min read
Your Brain Doesn't Have a Paste Button

Your Brain Doesn't Have a Paste Button

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4 min read
Quantising event-camera networks to run under 1MB on a Cortex-M7

Quantising event-camera networks to run under 1MB on a Cortex-M7

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4 min read
A Swift library to run Segment Anything natively on iOS (SamKit)

A Swift library to run Segment Anything natively on iOS (SamKit)

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5 min read
Type 'dog' to detect a dog: running YOLO-World on iPhone

Type 'dog' to detect a dog: running YOLO-World on iPhone

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5 min read
I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

I Built an AI Agent That Remembers My Entire Codebase (So I Don't Have To)

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2 min read
Fine-tuning a VLM to build an on-device fashion-scoring app

Fine-tuning a VLM to build an on-device fashion-scoring app

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5 min read
Why your diffusion model is slow at batch size 1 (and what actually helps)

Why your diffusion model is slow at batch size 1 (and what actually helps)

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4 min read
On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

On-device LLM on iPhone: which runtime is fastest? MLX vs llama.cpp vs LiteRT-LM vs CoreML

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4 min read
Chapter 9: Single-Head Attention - Tokens Looking at Each Other

Chapter 9: Single-Head Attention - Tokens Looking at Each Other

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9 min read
Real-time object detection on iPhone with YOLO26

Real-time object detection on iPhone with YOLO26

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4 min read
Recurrent Neural Networks

Recurrent Neural Networks

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17 min read
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