The Daily Index — Monday, January 20, 2025 · TLDR Index

Repositories, courses and useful tools

Resources & Tools

TLDR AI · GitHub repository

AERIAL DETECTION

This repo is a technical practice to fine-tune large multimodal language models for oriented object detection.

github.com

TLDR AI · GitHub repository

SELF ADAPTIVE LANGUAGE MODELS

Sakana AI has released research and code for training language models that are adaptive during test time. This means that they can perform weight updates and learn while being run at inference.

github.com

TLDR AI · GitHub repository

EASY DICTIONARY LEARNING

There are many powerful toolkits for training SAEs. This particular one is the simplest and most hackable implementation out there for now. It has sensible baselines that lead to good performance.

github.com

TLDR AI · GitHub repository

WATERMARKING FRAMEWORK

Neural Honeytrace (NeurHT) is a robust plug-and-play watermarking framework against model extraction attacks.

github.com

TLDR Web Dev · GitHub repository

TIPEX

Tipex is a customizable, high-performance rich text editor built for Svelte using Tiptap and ProseMirror. It offers features like a floating menu, plugin architecture, and Svelte 5 integration.

github.com

TLDR Web Dev · GitHub repository

YEK

Yek is a fast, Rust-based command-line tool that chunks and serializes text-based files from a repository or directory for LLM consumption. It automatically prioritizes important files based on Git history and offers configurable options for size, output, and ignore patterns.

github.com

TLDR Web Dev · Tool

AGENT RECIPES

Agent Recipes provides ready-to-copy code examples of LLM workflows, including prompt chaining, routing, parallelization, orchestrator-workers, evaluator-optimizer, and a soon-to-be-released autonomous agent.

agentrecipes.com

TLDR Web Dev · Tool

FORGEJO

Forgejo is a self-hostable, lightweight, and open-source software forge that prioritizes security, privacy, and federation.

forgejo.org

TLDR InfoSec · GitHub repository

OSV-SCALIBR

SCALIBR (Software Composition Analysis Library) is an extensible file system scanner used to extract software inventory data (e.g. installed language packages) and detect vulnerabilities. It is a versatile file system scanner that detects vulnerabilities and extracts software inventory data. OSV-SCALIBR combines SCALIBR with OSV-scanner for software inventory extraction and vulnerability scanning. It can be used as a standalone tool, as a library for custom scans, or to analyze container images.

github.com

TLDR InfoSec · GitHub repository

COPYCAT

Copycat is a library that helps intercept system calls in a more efficient way on Linux systems 5.9 or higher. It offers faster performance compared to traditional ptrace-based methods by utilizing the SECCOMP Notifier API. Users can set rules for intercepting system calls by defining source and destination mappings either through environment variables or a configuration file.

github.com

TLDR InfoSec · GitHub repository

WHAT IS THIS STEALER

A repository of credential stealer YARA rules for system information.

github.com

TLDR Design · Tool

CREATE AND PERSONALIZE VIDEOS IN SECONDS

Use AI to produce studio-quality videos in any language without a camera or crew.

gan.ai

TLDR Design · Tool

OPEN PROPS UI

This CSS-only UI library allows you to copy and paste any component without installation.

open-props-ui.netlify.app

TLDR Founders · Tool

STABLY

Use AI to automate and accelerate your web app testing.

stably.ai