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⚡ AI Lessons
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
4d ago
Your Language Is Paying an AI Tax -I Measured It for Sinhala.
How a dead project from my archive turned into a tokenizer study, a Python library, and a number that annoyed me: 2.26×. Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
How a simple AI search architecture I made defined industry standard
Influencer and content domain is still in development, The confidence of match for a influencer with a category had no standard defined… Continue reading on Med
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
We Built a Privacy Filter for Your Microphone
Why your video calls might be leaking more than you think Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Tokenization Explained: How Large Language Models Break Text Into Tokens
Before an LLM can understand language, it must first decide how to split text into meaningful pieces. Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
What is NLP? Natural Language Processing Explained
NLP lets machines read and generate human language, closing the gap between binary code and messy, unstructured text using deep learning… Continue reading on Me
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Resource Share: KL Divergence in LLMs
I Came across this article by Kuriko Iwai on KL divergence in the context of LLM fine-tuning and thought it was worth sharing with the… Continue reading on Medi
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
1w ago
Proceedings of the First (and Last) Intent-Inference Conference
OR: I Asked Three AIs to Build One Thing, and They Held a Conference to Explain Why a Human Should Do It Instead Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
What I Learned Building a Sinhala Dataset from Scratch: The Reality of OCR errors & Manual…
The reality of months of manual cleaning, OCR errors, and scanned PDFs from the 1980s Continue reading on Level Up Coding »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building a Production-Ready Embedding Service: From SentenceTransformer to Native Transformers
Building a Production-Ready Embedding Service with Hugging Face Transformers Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Natural Language Processing (NLP) for Business: From Chatbots to Document Intelligence
A practical guide to what NLP actually does, which technique solves which problem, and how to evaluate the tools claiming to do it. Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Natural Language Processing (NLP) for Business: From Chatbots to Document Intelligence
A practical guide to what NLP actually does, which technique solves which problem, and how to evaluate the tools claiming to do it. Continue reading on Towards
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
How Are Large Language Models Supporting Natural Language Processing Applications?
The rapid advancement of artificial intelligence has significantly transformed how computers understand and generate human language… Continue reading on Medium
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
You don’t always need a frontier model
Frontier LLMs are expensive, slow, and prone to hallucination. For many NLP tasks, using a fine-tuned BERT model is a better choice. Continue reading on Medium
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Do LLMs Actually Understand Sarcasm, or Just Pattern-Match It?
Lessons from building a Turkish sarcasm detector that cheated and got caught. Continue reading on Towards AI »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Do We Need Vector Databases for RAG
Every RAG tutorial starts the same way. Chunk your documents, embed them, push the embeddings into a vector database, then do similarity… Continue reading on Me
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
SwissText 2026: What We Learned at Switzerland’s Annual NLP Conference
A full room for the TR Labs talk on evaluating agentic AI — Campus Oerlikon, University of Zurich. Continue reading on Thomson Reuters Labs »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Ultimate Guide to LLM Fine-Tuning: Full Fine-Tuning, Parameter-Efficient Fine-Tuning (PEFT)…
Build an intuitive understanding of LLM fine-tuning from model weights and matrix decomposition to the mathematics behind Full Fine-Tuning… Continue reading on
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
I Built the First Open-Source RAG Evaluation Library for Indian Languages — As a Fresh Graduate
How I went from an idea to a published Python library with 4 contributors in 48 hours — and why India’s AI ecosystem needs this. Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Demystifying Audio Annotation: A Deep Dive into LabelBuddy
Ioannis Prokopiou — Athens University of Economics and Business, Orfium | gian.prokopiou@aueb.gr Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
The Gulf Is Spending Billions on Arabic AI. The Models Still Can’t Speak Gulf
A deep dive into the dialect gap inside sovereign Arabic LLMs and why the biggest opportunity in Gulf AI is the layer nobody is building. Continue reading on Me
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
Building a RAG-Powered Document Assistant from Scratch
My end-to-end journey building a RAG document assistant using FastAPI, Qdrant, Llama-3, and Next.js Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
What is NLP? A Beginner’s Guide in Plain English (Part 1)
Have you ever talked to Siri? Typed something in Google Translate? Continue reading on Medium »
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
From Raw Text to Intelligent AI: The 5 Stages Behind Every Large Language Model
Most people interact with ChatGPT, Claude, Gemini, or Llama every day. But very few understand what happens before an AI can answer a… Continue reading on Mediu
Medium · NLP
🧠 Large Language Models
⚡ AI Lesson
2w ago
LLM’leri Anlamak #1 — Text Embeddings Nedir ve Neden Yapay Zekânın Temelidir?
Son birkaç haftadır Google’ın Vertex AI eğitimlerini takip ediyorum. Konu Text Embeddings. Continue reading on Medium »
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