Latest Blog Articles

• Why Data Preparation Is the Real Key to Tuning Success

  Fine-tuning a custom LLM isn't just about tweaking the model - it's about preparing the right data. Discover why data preparation is the true foundation of successful AI customization.

  Apr 29, 2025

• From PDFs to JSONL: Automating the Hardest Part of Fine-Tuning AI Models

  Learn how Datricity AI simplifies the complex task of transforming unstructured PDFs, websites, and CSVs into clean, structured JSONL datasets ready for AI fine-tuning.

  Mar 25, 2025

• The Hidden Cost of Poor Data: Why Fine-Tuning Fails Without Proper Preparation

  Fine-tuning AI models is not just about data availability, but the quality of that data. Here's why poor data preparation can lead to failure in fine-tuning.

  Feb 25, 2025

• Semantic Deduplication Explained: Boost Your Model Accuracy by Cleaning Your Corpus

  Discover how semantic deduplication can drastically improve your model's performance by identifying and removing meaning-level duplicates from your training data.

  Jan 28, 2025

• How to Transform Unstructured Data into Fine-Tuning Gold: A Step-by-Step Guide

  Learn how Datricity AI helps turn unstructured data from PDFs, websites, and CSVs into clean JSONL datasets ready for AI model fine-tuning.

  Nov 26, 2024