AI/ML Research

How to Evaluate Jailbreak Methods: A Case Study with the StrongREJECT Benchmark

When we began studying jailbreak evaluations, we found a fascinating paper claiming that you could jailbreak frontier LLMs simply by…

9 months ago

Everything You Need to Know About the Hugging Face Model Hub and Community

Hugging Face has significantly contributed to the breakthrough of machine learning application technology, especially in the NLP field. They could…

9 months ago

10 Must-Know Python Libraries for Machine Learning in 2024

As we progress through 2024, machine learning (ML) continues to evolve at a rapid pace. Python, with its rich ecosystem…

9 months ago

Capturing Curves: Advanced Modeling with Polynomial Regression

When we analyze relationships between variables in machine learning, we often find that a straight line doesn’t tell the whole…

9 months ago

A Gentle Introduction to Bayesian Statistics

Bayesian statistics constitute one of the not-so-conventional subareas within statistics, based on a particular vision of the concept of probabilities.…

9 months ago

Interpreting Coefficients in Linear Regression Models

Linear regression models are foundational in machine learning. Merely fitting a straight line and reading the coefficient tells a lot.…

9 months ago

Basic Statistical Analysis with NumPy

Introduction Statistical analysis is important in data science. It helps us understand data better. NumPy is a key Python library…

9 months ago

3 Ways of Using Gemma 2 Locally

After the highly successful launch of Gemma 1, the Google team introduced an even more advanced model series called Gemma…

10 months ago

7 Machine Learning Projects That Can Add Value to Any Resume

Learning by doing is the best way to master essential skills for becoming a machine learning engineer. Instead of just…

10 months ago

One Hot Encoding: Understanding the “Hot” in Data

Preparing categorical data correctly is a fundamental step in machine learning, particularly when using linear models. One Hot Encoding stands…

10 months ago