A complete end-to-end pipeline for training specialized Small Language Models (SLMs) on custom business data. OTTO enables organizations to train domain-specific language models without relying on expensive LLM fine-tuning or external APIs.
OTTO provides a streamlined workflow: Upload → Process → Preprocess → Train → Evaluate
The pipeline automatically handles file processing, data cleaning, tokenization, model training, and evaluation to produce specialized language models tailored to your specific use case. Works best with call transcripts, customer conversations, text-based business documents, natural language content (emails, reports, reviews), conversational data and dialog systems. Limited support for structured data (CSV, JSON, TSV), mixed media that would require video or speech recognition, and highly technical file formats (which will require preprocessing and cleaning). Seems reasonably tunable.
File formats supported: Plain text, Markdown, and ReStyled Text.
Data compression formats supported: .zip, .tar, .tar.gz, .tar.bz2, .gz
A modular 3d-printable mini rack system. Perfect for organizing SBCs, mini PCs, small switches, power hubs, etc. Fully customizable in OpenSCAD. Everything, from the dimensions of the rack, to the roundness of the corners, can be modified with a simple code change. Designed to be printed at home with conventional FDM printers. Requires minimal supports when printing, and final assembly needs only a few easy-to-source parts. No cage nuts. Sliding hex nut design for the front rails allows one to easily mount items, without dealing with cage nuts. Individual racks can be easily stacked and fastened together. Mix and match different color and design combinations!
Replacement keycaps for the Commodore C64 and 64C. Available in multiple colors when they're in stock (because they're popular). Includes the regular keys, the big keys (CTRL, RESTORE, left and right SHIFT, RETURN, and the spacebar), and the function keys on the right-hand side.
A configuration starting point for Neovim that is small, a single file, and completely documented. It is NOT a Neovim distribution, but meant for you to build a personal configuration on top of. Targets only the latest 'stable' and latest 'nightly' of Neovim. If you are experiencing issues, please make sure you have the latest versions.
Has several external dependencies: A basic build kit, ripgrep, and a clipboard integration tool. Optionally you can use Nerd Fonts and set up language integrations.
Recommends that you fork the repo on Github, use your fork to configure Neovim, and push your changes back up to your fork.
Here's mine (for later reference): https://github.com/virtadpt/kickstart.nvim
The git repo that holds all of Librewolf's config settings. Thankfully it's been split out from the rest of the code tree.
A a highly flexible, customizable, fast and powerful status bar replacement for people that like playing with shell scripts. The main design principle of this project is that all elements of the bar can be added, removed and freely changed at any point in time. Thus, the configuration of the bar is not static, rather it is possible to adapt the appearance of the bar completely dynamically with the help of a powerful event-driven scripting system at any point in time using the highly configurable basic building blocks SketchyBar offers.
The official documentation says to use Homebrew to install it.
A collection of awesome resources for running your own federated social media website.
A shell script to bake raspberry pi OS disk images. Use plugins to download & mount image to copy/configure things to do on the first boot/login. Generates the image on the host and everything else will happen automatically on the first boot or first login. You can create different images with the same configuration by setting config-values programmatically.
sdm provides a quick and easy way to build consistent, ready-to-go SSDs and/or SD cards for the Raspberry Pi. This command line management tool is especially useful if you
- have multiple Raspberry Pi systems and you want them all to start from an identical and consistent set of installed software packages, configuration scripts and settings, etc.
- want to rebuild your Pi system in a consistent manner with all your favorite packages and customizations already installed. Every time.
- want to be nice to your future self and make it super-easy to build fresh, customized systems when that next release of RasPiOS comes out.
- want to do the above repeatedly and a LOT more quickly and easily.
Every one of your systems is fully configured with Keyboard mapping, Locale, Timezone, and WiFi set up as you want, all of your personal customizations and all desired RasPiOS packages and updates installed.
In the AUR as sdm-git.
A curated list of delightful Bash scripts and resources.
In addition to this list, you should read the list awesome-shell. It is a curated list of awesome command-line frameworks, toolkits, guides and gizmos. You may also want to check awesome-zsh or awesome-fish. If you are looking for more lists, check sindresorhus/awesome.
An application for OSX that lets you customize some aspects of the environment that you ordinarily can't touch. Among these things are remapping keys so that they're more PC-like.
Github: https://github.com/pqrs-org/Karabiner-Elements
Import these rules to get PC-style keyboard settings (which you can turn on and off as you need): https://ke-complex-modifications.pqrs.org/?q=PC
A site that takes a single image and generates a customizable favicon pack for any website.
An introductory document that describes how to flash a project keyboard with the QMK firmware.
Pick a keyboard that you're configuring from the drop-down. Drag and drop keys onto your keymap. Delete or add layers to the keymap. Bake a firmware .hex image to flash onto your keyboard.
Redesign your favorite websites with Stylus, an actively developed and community driven userstyles manager. Easily install custom themes from popular online repositories, or create, edit, and manage your own personalized CSS stylesheets.
A Wintel-compatible laptop with modern-day specs. Completely modular. Designed to be easy to fix, customize, and upgrade. Order a laptop or a kit; either can be customized upon order. Friendly to just about every open source OS out there. Every part is easily replaceable, even the mainboard. Internal peripherals (HDMI, card readers, bootable storage, etc) are on removable, hot swappable modules that are USB-C devices. Four expansion bays, two on either side. This is a serious laptop, not a toy.
Even lacks Optimus!
Prism is a lightweight, extensible syntax highlighter, built with modern web standards in mind. vIt’s used in thousands of websites, including some of those you visit daily. Simple to use. Lightweight. Customizable downloads, just like Bootstrap. Surprisingly easy to use: Include the files in your HTML and it does the rest for your <code> blocks. Extremely fast.
Sarah is a general-purpose bot framework named after the author's firstborn daughter.
This comes with a unique feature called "stateful command" as well as some basic features such as command and scheduled task. In addition to those fundamental features, this project provides rich life cycle management including live configuration update, customizable alerting mechanism, automated command/task (re-)building, and panic-proofed concurrent command/task execution.
Slack, Gitter, XMPP, Line.
The "add stuff to do conversationally" functionality is what I'm interested in. I'd like to learn how to do that in Python and this would be a good PoC.
Other related things to look up: live configuration update, stateful command execution. Especially in the context of bots.
Software that simulates weather crawls and bulletins from the 80's and 90's. Show weather conditions and weather almanac data just like the early days of cable television. Customizable data layouts and crawl messages. Written in C++; nobody's perfect. Still tries to be as lightweight and simple as possible.
A company that sells keyboards, keycaps, keyswitches, cables, and all the other nifty-keen-like-wow stuff that people use to trick out their hardware.