veekaybee

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

Qfl3x

Best Practices

Testing with pytest:

We want to implement tests for the Lambda function.

Installing pytest as a dev dependency using pipenv:

pipenv install --dev pytest

Qfl3x

Week 4 of MLOps-Zoomcamp

Link to Course: https://github.com/DataTalksClub/mlops-zoomcamp

Deployment

Quick recap:

We've learned how to rewrite our training into a workflow. Now we'll study how to deploy the resulting model.

Qfl3x

NOTE: commands and UI are deprecated

Content:

• Negative Engineering
• What is workflow orchestration?
• Introduction to Prefect 2.0
• First Prefect flow and Basics

Workflow Orchestration

lumengxi

.PHONY: clean-pyc clean-build docs clean
define BROWSER_PYSCRIPT
import os, webbrowser, sys
try:
	from urllib import pathname2url
except:
	from urllib.request import pathname2url

webbrowser.open("file://" + pathname2url(os.path.abspath(sys.argv[1])))
endef

roachhd

EMOJI CHEAT SHEET

Emoji emoticons listed on this page are supported on Campfire, GitHub, Basecamp, Redbooth, Trac, Flowdock, Sprint.ly, Kandan, Textbox.io, Kippt, Redmine, JabbR, Trello, Hall, plug.dj, Qiita, Zendesk, Ruby China, Grove, Idobata, NodeBB Forums, Slack, Streamup, OrganisedMinds, Hackpad, Cryptbin, Kato, Reportedly, Cheerful Ghost, IRCCloud, Dashcube, MyVideoGameList, Subrosa, Sococo, Quip, And Bang, Bonusly, Discourse, Ello, and Twemoji Awesome. However some of the emoji codes are not super easy to remember, so here is a little cheat sheet. ✈ Got flash enabled? Click the emoji code and it will be copied to your clipboard.

People

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