DVC

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

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

Automate model deployment to Amazon SageMaker with the DVC Model Registry

DVC provides a Git-based mechanism to automate model deployment from an intuitive web UI.

Tapa Dipti Sitaula

August 30, 2023

8 minutes read