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ziplm
- Better Gzip Language Model from Beam Search
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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
wc
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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...
- Show HN: Awayto v2 short demo; an actual all-in-one framework
- LLM, ttok and strip-tags–CLI tools for working with ChatGPT and other LLMs
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The Wizard's Apprentice, AI-powered Typescript project suite and CLI.
Ultimately I set out to create a group of functionality that would be beneficial while working on a larger project I am developing, Awayto https://github.com/jcmccormick/wc. This is a large scale framework including a Typescript project which defines the api and ui components. I wanted a tool that would help me make new features in the site, as well as continually work on issues, as if it were a subordinate.
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Show HN: The Wizard's Apprentice, AI-Powered TypeScript Project Suite and CLI
Hey there, my name is Joe, and I have just finished my second major project, The Wizard's Apprentice. In short, it is intended to be a coding partner that sits along side you and carries out any coding activities that it can.
Ultimately I set out to create a group of functionality that would be beneficial while working on a larger project I am developing, Awayto https://github.com/jcmccormick/wc. This is a large scale framework including a Typescript project which defines the api and ui components. I wanted a tool that would help me make new features in the site, as well as continually work on issues, as if it were a subordinate.
The Wizard's Apprentice has a bunch of functionality I thought was important like being able to manage prompts, control their desired response formats (insofar as rejecting requests that don't conform), and give me some insight into the validity and success rates of my prompting.
A beta version has just been completed which features a CLI and importable functions so the package can support more use cases and be used for server side tasks if needed. I hope you're able to check it out. Any feedback, questions, or comments, are greatly appreciated! Thanks for your time.
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
cass - A ChatGPT-powered assistant in the console
wizapp - The Wizard's Apprentice, an AI-powered Typescript project functionality suite with CLI.
chat_term - fast terminal access to ChatGPT
ziplm
butterfish - A shell with AI superpowers
mods - AI on the command line
bashGPT - Use ChatGPT, GPT-3 and other models from the command line.
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
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.