#mrzaizai2k Development Tutorials & Tips | Roast Dev

💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification

I’m excited to share my journey of fine-tuning TinyLlama/TinyLlama-1.1B-intermediate-step-1431k-3T, a compact 1.1 billion parameter language model, using Low-Rank Adaptation (LoRA) to classify emoti...

05.05.2025 0 Read More

🍺 Drinking Culture and How I Survive?

Ah, I don’t like drinking. However, years of working as a president of Bach Khoa Music Club. I understand it’s an important part of connecting people. It's like a catalyst for small talk and shari...

13.03.2025 0 Read More

🏎️ Faster, Cheaper, Better: The Power of Model Routing

In this blog post, I’ll introduce you to a powerful technique called model routing and guide you through creating a model router using SetFit, a framework optimized for few-shot learning. We'll cove...

20.03.2025 0 Read More

🤔 To Do Assistant: The Plan

Table of Contents What My Old Task Separator Looks Like Disadvantages of the Old App What To Do Assistant Should Look Like Finetuning the Model The Model The Data The Flow Sum Up ...

27.03.2025 0 Read More

🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A Step-by-Step Guide

The Model Context Protocol (MCP) enables seamless integration of contextual data into AI tools like Claude Desktop, enhancing their capabilities. In this guide, we'll walk through creating an MCP serv...

20.04.2025 0 Read More

💡 TinyLlama Meets LoRA: A Lightweight Approach to Emotion Classification

🍺 Drinking Culture and How I Survive?

🏎️ Faster, Cheaper, Better: The Power of Model Routing

🤔 To Do Assistant: The Plan

🧠 Building an MCP Server with fastapi-mcp for Stock Analysis: A Step-by-Step Guide

#reading

#popular