The Daily Index — Tuesday, December 5, 2023 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · Tool

ML SYSTEM DESIGN: 300 CASE STUDIES TO LEARN FROM

This site contains a database of 300 case studies from over 80 companies that share practical machine learning use cases and learnings from designing ML systems. The database can be filtered by industry or ML use case. Tags based on recurring themes are available.

evidentlyai.com

TLDR · Tool

LLM VISUALIZATION

This site looks at how the nano-gpt model, which has 85,000 parameters, sorts a sequence of six letters into alphabetical order.

bbycroft.net

TLDR AI · GitHub repository

AICONFIG BY LASTMILE AI

LastMile AI open-sourced a library, AI Config, to decouple and abstract away models, parameters, and prompts. AI Config allows developers to easily swap between model providers and develop model-agnostic applications.

github.com

TLDR AI · GitHub repository

UNSLOTH

Fast and memory-efficient LLM tuning.

github.com

TLDR Web Dev · GitHub repository

LOWSTORAGE

lowstorage is a zero-dependency pseudo-database for Cloudflare Workers using R2 buckets. It’s designed to make object storage easier and cheaper by utilizing Cloudflare’s “forever free” tier.

github.com

TLDR Design · Tool

THE UI GAME

The UI Game presents two UI mockups and the player must select the more appropriate design. If the player chooses the correct option, their streak will increase.

betterdesigning.com

TLDR Design · Tool

PRODUCT SHOOTS

Drag and drop to generate stunning product shoots in seconds.

flair.ai