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# llm

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Como Baixar, Quantizar e Rodar um Modelo LLM Localmente no Ollama
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Como Baixar, Quantizar e Rodar um Modelo LLM Localmente no Ollama

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3 min read
GraphBit's Internal Execution Flow Architecture: Overview and Key Components
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GraphBit's Internal Execution Flow Architecture: Overview and Key Components

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7 min read
Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)
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Beyond the Basics: 5 Advanced Prompting Strategies that Turn LLMs into Autonomous Agents (Prompt Engineering for Devs - Part 3)

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7 min read
RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners
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RAG vs Fine‑Tuning: A Simple, Practical Guide for Beginners

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3 min read
🧩 Runtime Snapshots #5 — The Real Thing: How We Actually Use It
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🧩 Runtime Snapshots #5 — The Real Thing: How We Actually Use It

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2 min read
Large File MCP: Handle Massive Files in Claude with Intelligent Chunking

Large File MCP: Handle Massive Files in Claude with Intelligent Chunking

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5 min read
Nov14, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab
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Nov14, 2025 | The Tongyi Weekly: Your weekly dose of cutting-edge AI from Tongyi Lab

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5 min read
Speculative Decoding: Making LLMs Faster Without Sacrificing Quality

Speculative Decoding: Making LLMs Faster Without Sacrificing Quality

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14 min read
The Security Logic Behind LLM Jailbreaking

The Security Logic Behind LLM Jailbreaking

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6 min read
LangGraph: Orchestrating Complex LLM Workflows with State Machines
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LangGraph: Orchestrating Complex LLM Workflows with State Machines

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4 min read
LLMs Are Dying - The New AI Is Killing Them
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LLMs Are Dying - The New AI Is Killing Them

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10 min read
Understanding AI: From LLMs to MCP
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Understanding AI: From LLMs to MCP

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8 min read
The Best LLM and AI Orchestration Toolkits for Your Stack
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The Best LLM and AI Orchestration Toolkits for Your Stack

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4 min read
From SEO Playbooks to GEO Architectures
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From SEO Playbooks to GEO Architectures

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13 min read
I might have gone overboard. I built a custom LLM for my .env extension... and now I just shipped a massive UI overhaul for it.

I might have gone overboard. I built a custom LLM for my .env extension... and now I just shipped a massive UI overhaul for it.

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2 min read
🧩 LangGraph 𓅃 : Building Smarter AI 🤖 Workflows with Graphs Instead of Chains
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🧩 LangGraph 𓅃 : Building Smarter AI 🤖 Workflows with Graphs Instead of Chains

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4 min read
Adding NVIDIA GPU Support to Docker Model Runner

Adding NVIDIA GPU Support to Docker Model Runner

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6 min read
Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified
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Fine-Tuning LLMs: LoRA, Quantization, and Distillation Simplified

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5 min read
How I Automated the Transcription of 91 Instagram (screenshots) Poems Using Python + LLM Vision (Real Case Study)
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How I Automated the Transcription of 91 Instagram (screenshots) Poems Using Python + LLM Vision (Real Case Study)

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3 min read
Creating Custom Evaluators to Measure Model Quality

Creating Custom Evaluators to Measure Model Quality

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9 min read
Running Out of Data: How Synthetic Data is Saving the Future of AI
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Running Out of Data: How Synthetic Data is Saving the Future of AI

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4 min read
Notes on the margins
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Notes on the margins

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3 min read
How to Ensure Quality of Responses in AI Agents

How to Ensure Quality of Responses in AI Agents

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13 min read
Preventing AI Project Failures Through Effective Prompt Engineering

Preventing AI Project Failures Through Effective Prompt Engineering

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5 min read
Building Your First Sentiment Analysis App with LangChain LCEL and OpenAI
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Building Your First Sentiment Analysis App with LangChain LCEL and OpenAI

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9 min read
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