Posts tagged "nlp"

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Large Language Models

Tabla de contenidos Modelos linguísticos ¿Qué es un modelo linguístico grande? ¿Cómo funcionan los modelos linguísticos grandes? Transformers Arquitectura de un modelo transform...

26.03.2025 0 Read More

A Step-by-Step Guide to Install DeepSeek-V3-0324 Locally

DeepSeek has once again raised the bar in artificial intelligence with the release of DeepSeek-V3-0324, an open-source language model that significantly outperforms its predecessors. The model effortl...

27.03.2025 0 Read More

🤔 To Do Assistant: The Plan

Table of Contents What My Old Task Separator Looks Like Disadvantages of the Old App What To Do Assistant Should Look Like Finetuning the Model The Model The Data The Flow Sum Up ...

27.03.2025 0 Read More

I Built Pocket Flow, an LLM Framework in just 100 Lines — Here is Why

Have you ever stared at a complex AI framework and wondered, "Does it really need to be this complicated?" After a year of struggling with bloated frameworks, I decided to strip away anything unneces...

29.03.2025 0 Read More

Building My Own Google (Sort of)

Okay, so picture this: I had this grand vision, right? Like, “I’m gonna build a search engine!” Cue dramatic music and maybe a montage of me looking intensely at a computer screen. The initial t...

30.03.2025 0 Read More

A Deep Dive into Large Language Models (LLMs): Unpacking the Magic of AI Text Generation!

Hey everyone,Ever wonder how AI like ChatGPT can chat with us, answer questions, or even write poems? 🤖 It might feel like magic, but it’s actually the result of some seriously cool technology ca...

31.03.2025 0 Read More

⚙️What is Keyword Extraction?

In short, Keyword Extraction automatically pulls out the most relevant words or short phrases from any chunk of text.It’s super useful for: 🔍 Quick content summaries 🏷️ Auto-tagging blog pos...

31.03.2025 0 Read More

Synonymic Query Expansion for Smarter Search

“A user types ‘doctor’, but the data says ‘physician’. Without expansion, it’s a missed connection.” Let’s Start with the Problem You’ve got a solid enterprise search syste...

02.04.2025 0 Read More

FlashTokenizer: The World’s Fastest CPU Tokenizer

FlashTokenizer: The World's Fastest CPU Tokenizer As large language models (LLMs) and artificial intelligence applications become increasingly widespread, the demand for high-performance natu...

02.04.2025 0 Read More

Embeddings Demystified: Math, Meaning & Machines

“Embeddings are like whispers in a language machines can understand — quiet, dense, and surprisingly smart.” What’s the Deal with Embeddings? When you say “I love ice cream,” you...

03.04.2025 0 Read More