Data Version Control Blog

Insights and updates from the DVC team. Explore best practices in data versioning, machine learning workflows, and model management. Stay informed with our latest news, tutorials, and community highlights.

Bast AI Use Case: Using DVC as a Data Registry for Explainable, Offline-Ready AI

How Bast AI uses DVC as a data registry for unstructured AI pipelines—versioning PDFs, page images, ontologies, and retrieval context to build an explainable, offline-ready medical assistant with full provenance and auditability.

Jeny De Figueiredo

February 11, 2026

7 minutes read

Running DVC on a SLURM cluster

Learn how Exscientia uses DVC experiments on a cloud-deployed SLURM cluster to scale their ML experimentation.

Dom Miketa

March 11, 2024

11 minutes read

Tutorial: Automate Data Validation and Model Monitoring Pipelines with DVC and Evidently

Ensuring your machine learning models remain precise and efficient as time progresses, and verifying that your data consistently reflects the real-world scenario.

Mikhail Rozhkov

January 19, 2024

14 minutes read

Integrating DVC and Git LFS via libgit2 filters

Read about how we built a Python Git LFS client to support integrating projects which use Git LFS into your DVC workflow.

Peter Rowlands

January 3, 2024

7 minutes read

Turn Your Favorite IDE into a Full Machine Learning Experimentation Platform

DVC extension enables you to run, track and manage ML experiments without leaving VS Code.

Tapa Dipti Sitaula

November 16, 2023

3 minutes read

Leveraging LLMs in Chatbots: The DVC Approach

Read how DVC can optimize the development process for chatbots built on Large Language Models.

Ryan Turner

September 25, 2023

8 minutes read

Fine-Tuning Large Language Models with a Production-Grade Pipeline

This post describes a production ML pipeline for fine-tuning large language models using DVC, SkyPilot, HuggingFace Transformers, and quantization techniques.

Alex Kim

September 8, 2023

13 minutes read