Cover Image for AI Bootcamp: LLM Finetuning & Deployment
Cover Image for AI Bootcamp: LLM Finetuning & Deployment

AI Bootcamp: LLM Finetuning & Deployment

Hosted by SCB 10X & Float16
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About Event

Powered by SCB 10X, Float16 & NVIDIA

Join us for a hands-on, full-day bootcamp designed to take you from understanding to deploying cutting-edge open-source Large Language Models (LLMs). Whether you're an aspiring ML engineer or a developer looking to get started with generative AI, this session will guide you step-by-step through the finetuning and deployment process — using real GPU credits and real-world tools.

Who is it for?

This bootcamp is ideal for:

  • Machine learning engineers and data scientists

  • AI researchers and university students in tech-related fields

  • Developers interested in deploying custom LLMs

  • Startup founders or teams exploring LLM applications

Prerequisites

To get the most out of this bootcamp, participants should have:

  • Basic Python programming skills

  • Foundational knowledge of deep learning concepts

  • Familiarity with a Linux or Unix-like environment

What you’ll get

  • Learn by doing: Gain hands-on experience with LLM finetuning and deployment using Typhoon open-source models

  • No cost to attend: 100% free, thanks to our sponsors

  • GPU access provided: Each participant will receive Float16 GPU credits worth $30

  • Official certificate: Digital certificate issued upon completion 🎓

  • Connect with AI practitioners: Meet researchers, engineers, and fellow builders from the ecosystem

Agenda

09.00 – 12.00
🔧 How to Finetune Typhoon Open-Source LLMs to Fit Your Needs
Format: Lecture + Workshop + Q&A
Speaker: Surapon Nonesung, Research Scientist at SCB 10X

12.00 – 13.00 Lunch break – lunch will be provided

13.00 – 16.00
🚀 How to Deploy Your Finetuned Typhoon Model on Float16 ServerlessGPU, Powered by NVIDIA
Format: Lecture + Workshop + Q&A
Speaker: Matichon Maneegard, Founder at Float16

The instructors are native Thai speakers and this bootcamp will be conducted in Thai.

📍 Venue

DistrictX
2525 One FYI Center Building, Unit No. 1/306-1/310 Office Zone 3rd Floor, Rama 4 Road Khlong Toei Sub-district, Khlong Toei, Bangkok 10110
📌 View on Google Maps

The venue is conveniently located near the Queen Sirikit National Convention Center MRT Station. We highly recommend commuting by MRT, as parking is not free and parking fees will not be reimbursed.

Please note: This is an in-person event. Attendance on-site is required.

How to apply

  1. Register here.
    Most of the answers are encouraged to be written in English.
    For long answer such as describing your project and expectation, you can answer in Thai or English, whichever you prefer.

  2. Your application will be reviewed (limited slots available)

  3. Selected participants will receive a confirmation email at least 1-2 weeks in advance and you will have to either confirm or notify us in case you can't make it

🎥 Can’t join in person this time?

No worries. We plan to record the entire bootcamp. Join our Discord community to be the first to get notified once the session recording is available.

Location
DISTRICTX
2525 One FYI Center Building, Unit No. 1/306-1/310 Office Zone 3rd Floor, Rama 4 Road Khlong Toei Sub-district, แขวงคลองเตย เขตคลองเตย กรุงเทพมหานคร 10110, Thailand