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    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
    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
    Real-time visualization of Computer Vision model training with DVC and Iterative Studio
    Save time and resources by tracking your deep learning experiments in real-time with DVC and Iterative Studio.
    • Maxim Shmakov
    • Feb 13, 20234 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

    DVC Studio

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    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
    Real-time visualization of Computer Vision model training with DVC and Iterative Studio
    Save time and resources by tracking your deep learning experiments in real-time with DVC and Iterative Studio.
    • Maxim Shmakov
    • Feb 13, 20234 min read
    December '22 Heartbeat
    Monthly updates are here! Great content from the Community, including a DVC extension for VS Code tutorial, sweet MLOps guide, framework agnostic ml pipeline with DVC and non-Python apps to integrate ML models with MLEM. Welcome to December!
    • Jeny De Figueiredo
    • Dec 16, 20226 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
    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
    Instant Experiment Tracking: Just Add DVC!
    Experiment tracking in DVC with a few lines of Python.
    • Dave Berenbaum
    • Dec 15, 20223 min read