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Articles · Rebeauty Atlas

AI SPT

AC Achal

Beginner’s Guide to Running Small Language Models Locally

If you’ve heard about AI models like ChatGPT but recently came across ‘Small Language Models’, here’s what that actually means.

Apr 17, 2026 · 7 min read · 0 claps #lms #small-language-model #ollama

Beginner’s Guide to Running Small Language Models Locally

AI LIF

AS ashwin patti · Coffee☕ And Code💚

From PDF to Knowledge Graph: Fine-Tuning a Local Mixture of Experts with MLX and Obsidian

How I fine-tuned Llama 3 into three specialized brains to turn dense PDFs into interconnected Obsidian notes — 100% offline on Apple…

Dec 02, 2025 · 7 min read · 26 claps #obsidian #mlx #local-llm

From PDF to Knowledge Graph: Fine-Tuning a Local Mixture of Experts with MLX and Obsidian

AI TCH HUM

AN Anurag Jain

Meta’s Llama 3.2 Vision: Multimodal Power Without the Price Tag

How the 2025 release quietly pushed high-quality VLMs into everyday engineering.

Nov 19, 2025 · 2 min read · 0 claps #ai #multimodal #llama-3-2

Meta’s Llama 3.2 Vision: Multimodal Power Without the Price Tag

AI SPR

SA Sangeetha V J · GoPenAI

How I Turned a 400-Table SQL DB into a Chat-Friendly RAG System with LlamaIndex

When tackling Natural Language to SQL (NL2SQL) on large, real-world databases — the kind with hundreds of tables and dozens of columns…

Nov 05, 2025 · 4 min read · 12 claps #llm #nl-2-sql #llamaindex

AI

AL Alessandro

Getting Started with LLaMA: Prompt injection mitigation

As Large Language Models (LLMs) become increasingly integrated into production applications, security concerns have moved from theoretical…

Oct 26, 2025 · 8 min read · 2 claps #generative-ai-use-cases #llama-3-2 #llm

Getting Started with LLaMA: Prompt injection mitigation

HUM AI

DA Darshil Modi

Teaching a 1B model think like an 8B model using Knowledge Distillation — Practical implementation…

Think of a scenario where you want to finetune a large language model, lets say an 8B model looks good for your use case but you are on a…

Sep 15, 2025 · 8 min read · 3 claps #knowledge-distillation #llm-finetuning #llama-3-2

Teaching a 1B model think like an 8B model using Knowledge Distillation — Practical implementation…

AI

RU Rudhra Kumar Thota

Llama 3.2

Meta has just released Llama 3.2, bringing both language and vision models into a single, powerful multi-modal system. It introduces four…

Sep 07, 2025 · 8 min read · 0 claps #llama-3-2 #llama-3-2-vision

AI

NO Novita AI

Llama 3.2 1B Access Guide: Run Locally, On Device, or via API

Learn how to access Llama 3.2 1B for efficient deployment on mobile devices and edge use cases with our comprehensive guide.

Jul 28, 2025 · 5 min read · 0 claps #llama-3-2

Llama 3.2 1B Access Guide: Run Locally, On Device, or via API

AI

TI Timmy Chang

Llama3.2 -> Qwen3

上一篇分享了關於 LLM 微調的小小心得，差不多在那個時候其實就已經很少人在微調模型了，主要原因是大部分需求都可以透過輸入自然語言的提示詞來滿足需求，而且 LLM API tokens 價格變得更便宜，剩下還在用的就是在一些特殊場景需求。

Jun 09, 2025 · 2 min read · 10 claps #llm #qwen-3 #llama-3-2

AI

DH Dhruv Dewan

My AI Thinks It’s in the Cloud — But it Lives on My Laptop.

A light-hearted exploration into the strange disconnect between AI capabilities and AI awareness.

Jun 05, 2025 · 7 min read · 1 claps #artificial-intelligence #large-language-models #llama-3-2

My AI Thinks It’s in the Cloud — But it Lives on My Laptop.

TCH AI

BA Bankatesh

Minimum Google Cloud Platform GPU instance requirements for fine-tuning and training various…

Popular language models: Llama 3.2 & 3.3, Mistral 7B, GPT-3, and BERT Large/Flan-T5

Mar 06, 2025 · 8 min read · 0 claps paywalled #llama-3-2 #llama3-1 #fine-tuning

AI TCH

SU Sung-Cheol Kim

Building a Local LLM Server: How to Run Multiple Models Efficiently

I’m writing a series on how to utilize a home Ubuntu server as a local LLM server. While working on LLM projects, I’ve pondered how…

Feb 03, 2025 · 8 min read · 22 claps paywalled #llm-applications #llama-3-1 #llama-3-2

Building a Local LLM Server: How to Run Multiple Models Efficiently

AI

IN Ineza Felin-Michel · Towards AGI

How to Run Llama 3.2 Locally: Using Ollama

How to run Llama 3.2 locally using Ollama and how Anakin AI unlock the full potential of local AI.

Sep 26, 2024 · 6 min read · 57 claps #ai #llama-3-2 #ollama