mediumLLM Efficiency Gains with Embabel 1.0
Embabel 1.0's innovative approach to LLM efficiency has significant implications for natural language processing and machine learning.
#software-engineering
Read More2026/08/02
artificial-intelligence•Jul 12, 2026
Understanding Train, Validation, and Test Split in AI
Evaluating an AI model's performance requires splitting data into train, validation, and test sets. This process helps assess the model's ability to generalize and make accurate predictions on new, unseen data.
medium
Original source
Key summary
Train, validation, and test split are essential concepts in machine learning that help evaluate an AI model's performance on unseen data.
TL;DR
- Train, validation, and test split are used to evaluate AI model performance
- Data is split into three sets: training, validation, and testing
- The test set is used to evaluate the model's performance on unseen data
- The validation set is used to fine-tune the model and adjust hyperparameters
- The training set is used to train the model and learn from data
This content is automatically summarized using AI. For full context, always refer to the original article.
Related posts
medium
mediumShipping Security Disasters into Production: Real Concerns
Shipping security disasters into production is a real concern in software development. The article discusses the real security issues that can occur when code is deployed to production.
#programming
Read More2026/08/02
mediumBring Your Own API Keys for OpenAI and Anthropic
Maintainers of real, deployed, multi-user apps often store API keys in plaintext, but there's a better way. Discover how to let users bring their own API keys for OpenAI and Anthropic.
#programming
Read More2026/07/31
mediumBuilding OAuth for AI Subscriptions at 15
At 15, I built an OAuth system for AI subscriptions, integrating with ChatGPT Plus and Claude Pro. Here's a look at the architecture and my experience.
#software-architecture
Read More2026/07/31
Subscribe For New Content Updates
By becoming a member of our blog, you have access to articles and content.