ADaSci Academy

    From Syntax to Strategy: Harnessing LMQL for Smarter, Streamlined LLMs

    “From Syntax to Strategy: Harnessing LMQL for Smarter, Streamlined LLMs” represents a significant leap forward in the field of artificial intelligence by focusing on the Language Model Query Language (LMQL). This innovat…

    4,033+ enrolled
    3 hours
    Intermediate
    From Syntax to Strategy: Harnessing LMQL for Smarter, Streamlined LLMs
    01 — Overview

    About this course

    “From Syntax to Strategy: Harnessing LMQL for Smarter, Streamlined LLMs” represents a significant leap forward in the field of artificial intelligence by focusing on the Language Model Query Language (LMQL). This innovative workshop aims to delve into LMQL, a cutting-edge advancement designed to enhance and simplify the way we interact with Large Language Models (LLMs). By introducing participants to an intuitive syntax, LMQL opens the door to more efficient querying, strategic control, and automation of tasks, thereby optimizing the outcomes when working with these complex models. The workshop, led by Sourabh Mehta, a seasoned Data Scientist at AIM, promises to be an invaluable resource for data professionals looking to elevate their expertise in LLMs.

    Participants of this workshop can expect to master the fundamentals of LMQL syntax, learn how to write LMQL scripts for task automation, understand strategic control techniques for guiding and fine-tuning LLM outputs, and gain practical experience in building and deploying LMQL-powered applications. The curriculum is meticulously designed to cover key areas including the power and challenges of LLMs, unlocking the potential of LMQL syntax, strategic control, integration with existing tools, and exploring advanced LMQL techniques and their future potential.

    This is an intermediate-level, 3-hour workshop that includes a hands-on project, offering participants not just theoretical knowledge but also practical skills that can be immediately applied.

    For ADaSci members, registration is complimentary, making it an excellent opportunity for members to engage with the latest advancements in LLMs without any cost.

    02 — Outcomes

    What you'll learn

    Master the fundamentals of LMQL syntax and its potential for streamlining LLM interactions.
    Develop skills in writing LMQL scripts to automate tasks and optimize LLM outputs.
    Gain an understanding of strategic control techniques with LMQL for guiding and fine-tuning LLMs.
    Get hands-on experience building and deploying your own LMQL-powered LLM applications.
    03 — Curriculum

    Course content

    8 sections · 12 lectures

    04 — Prerequisites

    Requirements

    • Google Colab / Jupyter notebook Good speed internet connectivity
    05 — Audience

    Who should take this course

    • Suitable for all data professionals

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    From Syntax to Strategy: Harnessing LMQL for Smarter, Streamlined LLMs

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    Duration3h
    LevelIntermediate
    CertificateYes

    $19.99