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"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

"Knowledge Distillation: How to Make Tiny AI Models as Smart as Giant Ones"

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3 min read
Understanding Tokens in LLMs - The Complete Guide 🧩

Understanding Tokens in LLMs - The Complete Guide 🧩

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11 min read
Fine-Tuning LLMs - The Complete Practical Guide 🎯

Fine-Tuning LLMs - The Complete Practical Guide 🎯

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17 min read
Bartender's Guide to Model Context Protocol

Bartender's Guide to Model Context Protocol

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7 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
Talk to your data from any chat app

Talk to your data from any chat app

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2 min read
Building Failure Intelligence for AI Agents

Building Failure Intelligence for AI Agents

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1 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
Save 60% on LLM API Costs with TOON Format in NestJS

Save 60% on LLM API Costs with TOON Format in NestJS

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1 min read
Why I Replaced My AI Assistant With an Orchestra

Why I Replaced My AI Assistant With an Orchestra

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6 min read
LLMs Are Not Deterministic. And Making Them Reliable Is Expensive (In Both the Bad Way and the Good Way)

LLMs Are Not Deterministic. And Making Them Reliable Is Expensive (In Both the Bad Way and the Good Way)

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3 min read
Deploying vLLM on your Linux Server

Deploying vLLM on your Linux Server

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2 min read
A11 — A Deterministic Reasoning Architecture for Autonomous Systems and LLM-Based Agents

A11 — A Deterministic Reasoning Architecture for Autonomous Systems and LLM-Based Agents

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4 min read
Context Retrieval vs Context Demand: A Design Question in LLM System

Context Retrieval vs Context Demand: A Design Question in LLM System

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3 min read
I Benchmarked 5 AI Agent Frameworks — Here's What Actually Matters

I Benchmarked 5 AI Agent Frameworks — Here's What Actually Matters

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7 min read
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