LLM Zoomcamp

By the way, the deadline for the first project attempt was pushed to Monday end of day. Enjoy!

A talk about evaluating LLMs: https://www.youtube.com/watch?v=ac6ZB5QEwGU Watch now or later in replay

How is it going with your projects? Everyone is on track?

We've updated the end date of the competition: now it's September 30 Have fun! The link: https://www.kaggle.com/competitions/llm-zoomcamp-2024-competition/overview

https://lu.ma/zqzpbod1 Could be quite interesting for many of you

As a follow-up to yesterday's stream, I recorded another video: https://www.loom.com/share/d1361ff3db574d43ae86c2cde700cdb3 I talk about different ways to approach cases when your knowledge base is - multiple articles - one article or youtube video - a book - slide decks from your uni studies

Stream: https://www.youtube.com/watch?v=pA9S1mTqAwU Questions: https://app.sli.do/event/bmZD6KbpuBqxPqjgQAsemF Starting in 4 minutes

A reminder that we have office hours today in ~90 minutes We will talk about projects Ask your questions here: https://app.sli.do/event/bmZD6KbpuBqxPqjgQAsemF

We won't have homework for module 6 and on Monday we start the project https://github.com/DataTalksClub/llm-zoomcamp/blob/main/project.md We almost finished the bonus module with an end-to-end project example https://github.com/DataTalksClub/llm-zoomcamp/tree/main/07-project-example It won't get the highest possible score, but hopefully it gives you a good idea of what to do (We'll start uploading the videos to YouTube soon) Also on Monday at 17:00 we will have office hours. You can ask your questions here https://app.sli.do/event/bmZD6KbpuBqxPqjgQAsemF See you soon!

While we're waiting for module 6 materials, we also started working on bonus materials - an end-to-end project example that may be useful for your projects Here's the first video - https://www.loom.com/share/999cc828f62c4a5787d2e21dcf181eb6 It's optional, so you don't have to do it. There will be no homework for this extra module (apart from doing your projects) Let us know what you think about it and if you have any questions that we should also cover there.

Next week we will start working on projects. Here's more information: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/project.md Two things are important there: - Evaluation criteria - this is how your project will be evaluated - Potential ideas - in case you don't have any idea yet, you can use the list from the page for getting some inspiration Have you already thought about your project? What is it going to be? If you have problems coming up with an idea, ask in Slack!

We finally created homework for the orchestration module: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/cohorts/2024/05-orchestration/homework.md You have one week to complete it. Have fun!

We've started module 5 Materials: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/05-orchestration We're still working on homework questions, so the forms for the previous homework and the workshop remain open

Office hours #3 and #4: https://www.loom.com/share/b57b995f79364da68da1d1826a766794 Links: - https://gist.github.com/alexeygrigorev/ea13d4a70cd7afb1f3ab70aa53094e46 - https://github.com/DataTalksClub/datatalksclub.github.io

Hi everyone 👋 How is it going? There's a lot of material for module 4 and we still need a bit of time for finishing module 5, so we're extending the deadline for module 4 for one more week Enjoy!

If you're confused about the evaluation module and want to have a summary of what we have done in the module, here's another video that gives a detailed explanation https://www.loom.com/share/1dd375ec4b0d458fabdfc2b841089031 I hope you find it useful

We have published the solution to homework 3: https://github.com/DataTalksClub/llm-zoomcamp/blob/main/cohorts/2024/03-vector-search/homework.md Also the videos from module 4 are already available, but we're still working on the homework https://github.com/DataTalksClub/llm-zoomcamp/tree/main/04-monitoring You can already start watching them

We scored homework 3 and updated the leaderboard Homework 4 is still being prepared, but in the meantime, you can work on the workshop https://github.com/DataTalksClub/llm-zoomcamp/blob/main/cohorts/2024/workshops/dlt.md And also start working on the competition: https://github.com/DataTalksClub/llm-zoomcamp/tree/main/cohorts/2024/competition Has anyone tested gpt-4o-mini there?