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    Dataset Factory - A Toolchain for Generative Computer Vision Datasets
    Learn about our latest approach to mastering your Unstructured Data and metadata.
    • Jeny De Figueiredo
    • Mar 25, 20241 min read
    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray on AWS (Part 2)
    Need to setup DVC to work with Ray Cluster on AWS? This tutorial has you covered!
    • Mikhail Rozhkov
    • Mar 13, 202416 min read
    Tutorial: Scalable and Distributed ML Workflows with DVC and Ray (Part 1)
    This tutorial introduces you to integrating DVC (Data Version Control) with Ray, turning them into your go-to toolkit for creating automated, scalable, and distributed ML pipelines.
    • Mikhail Rozhkov
    • Mar 12, 202415 min 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
    • Mar 11, 20248 min 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
    • Jan 03, 20245 min 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
    • Nov 16, 20232 min 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
    • Sep 25, 20236 min 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
    • Sep 08, 202310 min 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
    • Aug 30, 20236 min read