ziplm
wizapp
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ziplm
- Better Gzip Language Model from Beam Search
-
ChatLZMA – text generation from data compression
A few days ago I explored adding beam search and other features to the Gzip Language Model: https://github.com/thomasahle/ziplm/
Turns out you can get a lot better text out of these simple models of you add some basic LLM features.
- ZipLm with Beam Search, BPE and Progressive Compression
wizapp
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ChatLZMA – text generation from data compression
It's somewhat trivial to make a script to turn these into sentence structures, given the type is simple enough:
"IUserProfile contains: name which is a string; age which is a number; .... IUserProfiles contains: users which is an array of IUserProfile" and so on.
Passing this into the compression prompt was much more effective, and I ended up with a compressed version of my type system [3].
Regardless of the variability of the exercise, I can definitely say the prompt was able to generate some sensible components which more or less correctly implemented my type system when asked to, with some massaging. Not scalable, but interesting.
[1] https://www.reddit.com/r/ChatGPT/comments/12cvx9l/compressio...
[2] https://github.com/jcmccormick/wc/blob/c222aa577038fb55156b4...
[3] https://github.com/keybittech/wizapp/blob/f75e12dc3cc2da3a41...
- LLM, ttok and strip-tags–CLI tools for working with ChatGPT and other LLMs
- The Wizard's Apprentice, AI-powered Typescript project suite and CLI.
What are some alternatives?
Simple-kNN-Gzip - A simplistic linear and multiprocessed approach to sentiment analysis using Gzip Normalized Compression Distances with k nearest neighbors
mods - AI on the command line
wc - Home of Awayto Version 2
butterfish - A shell with AI superpowers
ziplm
whatsapp-web.js - A WhatsApp client library for NodeJS that connects through the WhatsApp Web browser app
thoughtloom - ThoughtLoom is a powerful tool designed to foster creativity and enhance productivity through the use of LLMs directly from the command line. It facilitates rapid development and integration of LLM-based tools into various workflows, empowering individuals and teams to experiment, collaborate, and ultimately streamline their daily tasks.
gptask - Command line client for ChatGPT
chat_term - fast terminal access to ChatGPT
shell_gpt - A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.
bashGPT - Use ChatGPT, GPT-3 and other models from the command line.