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Natural Language Processing

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

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RAG - Memory Systems

RAG - Memory Systems

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3 min read
Google’dan Yapay Zekâda Dil Devrimi: Hedef 1.000 Dil

Google’dan Yapay Zekâda Dil Devrimi: Hedef 1.000 Dil

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6 min read
Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)

Un chatbot RAG multilingüe sobre tus PDFs con FAISS y reranking (coste de búsqueda: 0 €)

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2 min read
Embeddings Cannot Say No: An Intent Detector's Real Numbers

Embeddings Cannot Say No: An Intent Detector's Real Numbers

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5 min read
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.

Comments 3
3 min read
Language Models and Languages: Why "Multilingual" Is an Illusion of Equality

Language Models and Languages: Why "Multilingual" Is an Illusion of Equality

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7 min read
Was TinyStories the Domain or the Vocabulary?

Was TinyStories the Domain or the Vocabulary?

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4 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
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