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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
    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
    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
    MLEM + Modal + nanoGPT
    Train and deploy your own GPT model in 2 easy steps!
    • Mike Sveshnikov
    • Feb 08, 20232 min read
    Deploy Computer Vision Models Faster and Easier
    One command to serve CV models from your laptop in the cloud 🚀
    • Mike Sveshnikov
    • Jan 19, 20233 min read
    Building a GitOps ML Model Registry with DVC and GTO
    Got your data and model versioning down? ✅ Learn how to take your projects to the next level by creating a model registry right in your project's Git repo
    • Alexander Guschin
    • Dec 07, 20229 min read
    From Jupyter Notebook to DVC pipeline for reproducible ML experiments
    In this guide we will take a Jupyter Notebook and use Papermill to turn it into a simple, one-stage DVC pipeline.
    • Rob de Wit
    • Oct 24, 20229 min read