📰 Dev.to · Jun Bae

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Andrej Karpathy's Neural Networks: Zero to Hero — 1) Intro to Neural Networks and Backpropagation

Dev.to · Jun Bae 1w ago

Andrej Karpathy's Neural Networks: Zero to Hero — 1) Intro to Neural Networks and Backpropagation

Introduction Andrej Karpathy uploaded several lecture videos on YouTube and the...

Graphs for RAG: Knowledge Graph and GraphRAG (GraphDB)

Dev.to · Jun Bae 1mo ago

Graphs for RAG: Knowledge Graph and GraphRAG (GraphDB)

Introduction I introduced RAG for LLM inference in the previous post in this series. As I...

Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

Dev.to · Jun Bae 🧠 Large Language Models ⚡ AI Lesson 1mo ago

Introduction to RAG for LLMs: Sparse (Lexical) RAG and Dense RAG (Semantic Vector Search)

Introduction LLMs store information within their own parameters. By being trained on...

Coroutine series 3) Coroutines for LLM inference

Dev.to · Jun Bae 1mo ago

Coroutine series 3) Coroutines for LLM inference

Introduction In this post, I will briefly introduce how to utilize coroutines for LLMs....

Coroutine series 2) Useful Asyncio Functions

Dev.to · Jun Bae 💻 AI-Assisted Coding ⚡ AI Lesson 1mo ago

Coroutine series 2) Useful Asyncio Functions

This is the second post in the series Coroutine, IO bound and Asyncio for AI. ...

Coroutine series 1) What are Coroutine, Asyncio, I/O bound?

Dev.to · Jun Bae 1mo ago

Coroutine series 1) What are Coroutine, Asyncio, I/O bound?

Introduction In many cases, we have to run several jobs concurrently. Most developers are...

KV Cache and Prompt Caching: How to Leverage them to Cut Time and Costs

Dev.to · Jun Bae 1mo ago

KV Cache and Prompt Caching: How to Leverage them to Cut Time and Costs

Introduction A Problem of LLM Inference In the transformer structure, the model...

Why LoRA? Understanding the representative PEFT

Dev.to · Jun Bae 1mo ago

Why LoRA? Understanding the representative PEFT

Why LoRA? Low-Rank Adaptation (LoRA) has revolutionized the way we approach Large Language...