Blog | Transcendent AI

Nov 810 min read

Measuring Intelligence: Key Benchmarks and Metrics for LLMs

A comprehensive review of essential benchmarks and metrics for evaluating Large Language Models, from accuracy to fairness and conversationa

Oct 299 min read

Optimizing Machine Learning Models

Optimize ML models with Grid Search, Random Search, and Bayesian Optimization. Boost performance, reduce overfitting, and enhance metrics.

Oct 228 min read

Transforming Continuous Data: Mastering Discretization Techniques for Superior Data Analysis

Discretization transforms continuous data into categories for better analysis. Explore key techniques for both unsupervised and supervised m

Oct 1610 min read

The fundamental weapon against overfitting

A detailed guide on regularization techniques (L1, L2, Elastic Net, Dropout, Early Stopping) to prevent overfitting in machine learning mode

Oct 99 min read

Orca: The New LLM Teacher

Orca 2: A smaller AI model that rivals larger ones by mastering task-specific reasoning, achieving high performance with less computation.

Oct 49 min read

Data Balancing With K-Means

A clustering-based method balances web-scraped datasets, improving AI model performance by ensuring diverse and uniform data representation.