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    DVC

    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
    The DVC 3.0 Stack: Beyond the Command Line
    DVC 3.0 introduces a stack of tools outside the command line to bring it closer to where you work (in code, IDE, web) while also focusing on DVC fundamentals.
    • Dave Berenbaum
    • Jun 14, 20234 min read
    Managing OpenFOAM Physical Simulations with DVC, CML, and Studio (Part 2)
    In this second part, we discuss how to utilize cloud computing resources and visualize simulation data with CML and Iterative Studio.
    • Mikhail Rozhkov
    • May 10, 20236 min read
    Managing OpenFOAM Physical Simulations with DVC, CML, and Studio (Part 1)
    In the first part of the series we learn how to use DVC for OpenFOAM simulation experiments and data management.
    • Mikhail Rozhkov
    • Apr 17, 202314 min read
    Automate Your ML Pipeline: Combining Airflow, DVC, and CML for a Seamless Batch Scoring Experience
    This tutorial shows you how to supercharge your batch scoring workflow by harnessing the power of Aiflow, DVC and CML.
    • Mikhail Rozhkov
    • Mar 22, 202310 min read