The Daily Index — Friday, February 14, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

LLMS WITH FEWER PARAMETERS

Researchers demonstrate that LLMs can maintain learning capacity while reducing non-embedding parameters by up to 77%. By replacing dense layers with optimized subnetworks, they achieve comparable performance with significantly fewer resources.

github.com

TLDR AI · GitHub repository

BETTER REASONING WITH MASK-ENHANCED AUTOREGRESSIVE PREDICTION

MEAP integrates Masked Language Modeling into Next-Token Prediction using a decoder-only Transformer. By masking a small fraction of input tokens, it improves information retrieval tasks while maintaining reasoning capabilities.

github.com

TLDR AI · GitHub repository

COMPLEX FUNCTION BENCHMARKS FOR LLMS

This repository contains benchmarks and tools for assessing AI models on complex function calls.

github.com

TLDR Web Dev · GitHub repository

DATA FORMULATOR

Data Formulator is a Microsoft Research app using AI to make data visualization easier. It lets users create visualizations iteratively with natural language, transforming data and generating charts based on user instructions and prompts.

github.com

TLDR Web Dev · GitHub repository

EMITTERY

Emittery is a simple asynchronous event emitter for Node.js and browsers. It has a clean API with methods for subscribing to events (`on`, `once`), emitting events (`emit`, `emitSerial`), and managing subscriptions. Emittery uses symbols for event names to avoid collisions and has many debugging options.

github.com

TLDR Web Dev · Tool

SQL NOIR

An online game where you solve mysteries through SQL to grow your skills.

sqlnoir.com

TLDR InfoSec · GitHub repository

DATABOXER

Databoxer aims to be a lightweight cross-platform solution for file encryption. Databoxer operates based on the ChaCha20 encryption algorithm in combination with the Poly1305 universal hash function to perform its encryption operations. It claims these implementations to be safer and faster than the most popular AES algorithm used in many other similar programs.

github.com

TLDR InfoSec · GitHub repository

SLACKPIRATE

SlackPirate is a tool to enumerate and exfiltrate sensitive data from Slack workspaces. It helps red-teamers identify security risks and helps blue-teamers detect and prevent sensitive data leaks.

github.com

TLDR Design · Tool

FLEXBOX LABS

This visual tool helps you create layouts using CSS Flexbox. It offers an intuitive interface that shows changes in real time.

flexboxlabs.netlify.app

TLDR Design · Tool

HYPERLEGIBLE FONTS

Designed to improve legibility and readability for individuals with low vision, these carefully crafted fonts feature clear, highly distinctive letters and numbers, making reading easier and more accessible.

brailleinstitute.org

TLDR Marketing · Tool

FIBBLER

Fibbler helps brands connect LinkedIn Ads data with their CRM to track how ad impressions influence pipeline and revenue. Users can see which companies interact with their ads, export data, view engagement timelines, and sync insights with HubSpot, Salesforce, or Copper. The platform also allows campaign scheduling to optimize ad spend and supports webhooks for sending data to outbound tools.

fibbler.co