The Daily Index — Monday, February 19, 2024 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR · GitHub repository

MAGIKA

Magika is an AI-powered file type detection tool. It uses a custom Keras model that only weighs around 1MB to enable precise file identification within milliseconds when running on a single CPU. Magika achieves over 99% precision and recall. It is used at scale at Google to improve users' safety by routing files to the proper security and content policy scanners.

github.com

TLDR AI · GitHub repository

MINBPE

Andrej Karpathy released a minimal, clean, and extensible implementation of the byte pair encoding used in language model tokenizers.

github.com

TLDR AI · GitHub repository

GPTSCRIPT

GPTScript is a new scripting language that automates interactions with OpenAI large language models. The project's ultimate goal is to create a fully natural language-based programming experience.

github.com

TLDR AI · GitHub repository

QWEN 1.8B AND 72B LLMS

These models, which look similar to Llama 2, are trained on 3T tokens and excel at a number of tasks. The Qwen team has released chat versions and quants. Excitingly, the models seem to excel at reasoning, math, and code.

github.com

TLDR Web Dev · GitHub repository

UV

uv is an extremely fast and efficient Python package installer and resolver designed to replace pip and pip-tools. It boasts 10-100x faster speeds, uses a global cache to save space, and supports a wide range of features like version overrides, conflict tracking, and support for various dependency formats.

github.com

TLDR InfoSec · GitHub repository

GAPCAST

Gapcast accurately detects router clients to analyze, capture, and inject packets.

github.com

TLDR InfoSec · GitHub repository

PSFUZZ

Discover with ProSecFuzz hidden files and directories on a web server.

github.com

TLDR InfoSec · GitHub repository

THE HTTP GARDEN

The HTTP Garden is a set of HTTP servers and proxies configured to be composable. It has scripts for interacting with them in a way that makes finding vulnerabilities easier.

github.com

TLDR Design · Tool

FIGMA CHECKLISTS

A set of checklists that allow designers to assess their Figma components. The content is divided into two sections: 'Design' features items that can aid in crafting a component and 'Testing' contains considerations for testing a component before final publication.

figmachecklists.com

TLDR Design · Tool

SWIFTUI FIELD GUIDE

This thoughtful and helpful guide visually explains how the SwiftUI layout system works.

swiftuifieldguide.com

TLDR Design · Tool

SIMPLIFY AI IMAGE GENERATION

Imagifly enables you to instantly access your keyword library while creating a new prompt, saving it, and making an organized library with your frequently used keywords.

imagifly.co

TLDR Founders · Tool

UNSPAM AI

Ensure your emails land in the inbox, not spam.

unspam.email