Blog

Summarising Daily AI Papers with GitHub and Gemini

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talk

code

This blog post summarizes a talk I gave at Machine Learning Singapore. Thank you Martin and Sam for having me!

Generating Diverse Synthetic Data with GPT-4o

code

llm

Last weekend, I found myself with over $300 in expiring OpenAI API credits and decided to dive into generating synthetic data with GPT-4o. The result? A dataset of over 2…

A Simple Off-Topic Guardrail

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In this post, we’ll explore how to build a straightforward off-topic detector using embeddings and K-Nearest Neighbors (KNN).

Navigating the limits of LLM

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talk

This blog post summarizes an online talk I gave for the Prompt Royale 2024.

Deploying HuggingFace models on AWS SageMaker with 2 commands

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You can have a HuggingFace model up and running on SageMaker in just a few lines of code.

Fine-tuning TinyLlama with Axolotl and JarvisLab

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Fine-tuning TinyLlama to generate David Attenborough style narration - using Axolotl, JarvisLab, and OpenAI’s Batch API

Working with LLMs: A Data Analyst’s Guide

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talk

This blog post summarizes a talk I gave at GovTech’s Data Science and AI Connect, a regular gathering of practitioners and enthusiasts across Singapore’s public service.…

Side Quest at Build Together Hackathon: jina-clip-v1 and LanceDB Cloud

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Jina AI released their new multimodal embedding model - jina-clip-v1 this week. It’s under an Apache 2.0 license and it can be downloaded/used via HuggingFace. You can find…

Notes for “Chameleon: Mixed-Modal Early-Fusion Foundation Models”

personal notes

llm

Here is the link to the original paper. These notes were prepared for my LLM Asia Paper Club sharing. Any feedback or areas for improvement would be most appreciated at cyzga…