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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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LinkedIn CringeBot 3000: When AI Learned to Speak 'Influencer'

LinkedIn CringeBot 3000: When AI Learned to Speak 'Influencer'

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8 min read
"I Accidentally Overfit My First Fine-Tuned Model — Here's What the Numbers Told Me"

"I Accidentally Overfit My First Fine-Tuned Model — Here's What the Numbers Told Me"

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3 min read
Challenging Tokenization: An LLM Architecture Experiment Without a Tokenizer

Challenging Tokenization: An LLM Architecture Experiment Without a Tokenizer

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3 min read
Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

Same Model, 4 Tokenizers. 30 Percentage Points of Difference.

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3 min read
What Happens Inside an LLM Before It Generates Your First Token?

What Happens Inside an LLM Before It Generates Your First Token?

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22 min read
Building an LLM Inference Engine from Scratch: Tokenization Pipeline Notes

Building an LLM Inference Engine from Scratch: Tokenization Pipeline Notes

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3 min read
The Shape of Knowledge

The Shape of Knowledge

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3 min read
Why Generic Sentiment Analysis Doesn't Work for Trading — and What I Built Instead

Why Generic Sentiment Analysis Doesn't Work for Trading — and What I Built Instead

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3 min read
Building a Prompt-Based Video Object Removal Pipeline

Building a Prompt-Based Video Object Removal Pipeline

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7 min read
Tokenization in AI: What Is It, Why Is It Used, and How Does It Work?

Tokenization in AI: What Is It, Why Is It Used, and How Does It Work?

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6 min read
Deepseek v4 Flash 0731 GGUF Benchmark: TensorSharp vs. llama.cpp

Deepseek v4 Flash 0731 GGUF Benchmark: TensorSharp vs. llama.cpp

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1 min read
Multi Agent AI: Why One Smart Agent Isn't Enough Anymore

Multi Agent AI: Why One Smart Agent Isn't Enough Anymore

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3 min read
Impact of Inference Backends on LLM Reproducibility: Notes from a Research Paper

Impact of Inference Backends on LLM Reproducibility: Notes from a Research Paper

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2 min read
How Text Becomes Numbers: Tokenization Explained

How Text Becomes Numbers: Tokenization Explained

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5 min read
What I Learned Evaluating LLMs Across Four Languages

What I Learned Evaluating LLMs Across Four Languages

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4 min read
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