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    DVC

    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
    Organize Your Storage with DVC Cloud Versioning
    DVC cloud versioning makes it easy to take full advantage of your cloud provider’s built-in versioning capabilities.
    • Dave Berenbaum
    • Feb 22, 20235 min read
    January '23 Heartbeat
    Monthly updates are here! Great content from the Community, including a new tutorial video on MLEM and shout out from Tryolabs for MLEM, great new tutorial on DVC, Casper da Costa-Luis' video on CML from MLOps Summit and more! Happy 2023!
    • Jeny De Figueiredo
    • Jan 17, 20234 min read