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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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Understanding Tokens in LLMs - The Complete Guide đź§©
Cover image for Understanding Tokens in LLMs - The Complete Guide đź§©

Understanding Tokens in LLMs - The Complete Guide đź§©

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11 min read
Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

Knowledge Distillation in Machine Learning: Making AI Models Smaller and Faster

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3 min read
Pruning in Deep Learning: Structured vs Unstructured

Pruning in Deep Learning: Structured vs Unstructured

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3 min read
Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

Shrinking Numbers, Not Power: Understanding Quantization in Large Language Models

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3 min read
Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

Whispering Giants: How Knowledge Distillation Shrinks LLMs Without Losing Their Brilliance

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3 min read
Why AI Is Unlikely to Be a Game-Changer in African Economies

Why AI Is Unlikely to Be a Game-Changer in African Economies

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2 min read
Pandas 3.0's PyArrow String Revolution: A Deep Dive into Memory and Performance
Cover image for Pandas 3.0's PyArrow String Revolution: A Deep Dive into Memory and Performance

Pandas 3.0's PyArrow String Revolution: A Deep Dive into Memory and Performance

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6 min read
Pruning in Deep Learning: Structured vs Unstructured

Pruning in Deep Learning: Structured vs Unstructured

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3 min read
Decoding Bumble's Algorithm: A Developer's Guide to Building Smart Matchmaking Systems

Decoding Bumble's Algorithm: A Developer's Guide to Building Smart Matchmaking Systems

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10 min read
I’m joining OpenAI
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I’m joining OpenAI

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5 min read
Transformers - Encoder Deep Dive - Part 2

Transformers - Encoder Deep Dive - Part 2

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5 min read
Betaflight Has No Autotune — So I Built One

Betaflight Has No Autotune — So I Built One

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3 min read
Speaker Diarization: How AI Knows Who Said What

Speaker Diarization: How AI Knows Who Said What

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5 min read
Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

Audio Segmentation with YAMNet: Detecting Speech, Music, and Silence

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6 min read
I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard
Cover image for I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

I Built an Open-Source Immune System for LLMs That Detects Jailbreaks in 3ms — Here's What I Found Auditing Lakera Guard

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8 min read
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