bcapps
panml
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Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
bcapps
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Probabilities with selecting a six sided die from a group
Just for fun, I created maxdierolls.csv in https://github.com/barrycarter/bcapps/tree/master/ONEOFF/ that shows the results for 1 <= k <= n <= 100
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Why are distant features in space such as galaxies and stars said to be light years away but on earth that weird concept never applies for example Alaska being 1/12 light years away from Antarctica?
To be fair, I actually do this in https://github.com/barrycarter/bcapps/tree/master/bc-gcdist.pl because it's useful in determining Internet ping times. Roughly speaking, Internet packets rarely travel faster than 0.5c (though I have seen as high as 0.6c)
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Have you seen this paradox anywhere before?
I never really got anywhere on this, but my work is at https://github.com/barrycarter/bcapps/tree/master/bc-calc-risk-odds.m
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Probability question for a custom deck of cards.
The exact chance is 34382839/81839428 or about 42.013%. I used Mathematica and recursion to solve this: https://github.com/barrycarter/bcapps/blob/master/REDDIT/repeat-cards.m
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As a beginner, should I focus on multiple smaller scale projects or should I try to understand a single large scale project?
Feel free to take a look at https://github.com/barrycarter/bcapps/tree/master/README-projects.txt but here's a more sinister and useful suggestion that doesn't really answer your question.
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Hello, I'm having difficulty publishing a paper and need help
Try graph1.csv in https://github.com/barrycarter/bcapps/blob/master/ONEOFF/
- [Request] Ignoring the obvious impossibility, at what angle relative to the ground could I dig a hole and end up in China?
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Event Calendar Compiler?
My https://github.com/barrycarter/bcapps/tree/master/FINANCES/bc-parse-bank-email.pl probably won't help, but is an example of how you can parse different types of documents (emails from various banks) using a single script
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Has anyone here created their own Daemon? What does it do?
https://github.com/barrycarter/bcapps/tree/master/bc-getmail.pl checks all my email accounts in a neverending loop, handling cases where getmail gets stuck
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Tim?
At one point, I cataloged some PBS strips at https://github.com/barrycarter/bcapps/tree/master/METAWIKI/pbs.txt -- you might find something useful there though it's nowhere near complete
panml
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Best locally-runnable LLM
This is something I’m looking into as well. Currently built an open source kit to allow this experimentation easily: https://github.com/Pan-ML/panml
- PanML – a high lvl LLM library
- Article on general take of prompt engineering
- PanML - open source python library for LLM tuning and experimentation
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Prompt Engineering
In terms of prompt approach and design, I’ve written some material on this in the context of sharing some of the directions people can think about. It’s using the open source library PanML, which sits on top of open source and commercial LLMs. GitHub: https://github.com/Pan-ML/panml
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Alternative to LangChain for Open LLMs?
There are alternatives to langchain when it comes to working with LLMs, some have bit less abstraction involved. One such library is PanML where it's coming at it from a different angle where you can feed in direct HuggingFace parameters: https://github.com/Pan-ML/panml
Regarding your requirements of loading in 4-bit, as I created the library, it's something at we are looking to support - but also keen to get inputs and feedback on it to collaborate. Generally speaking, we use the model_arg to pass in any HuggingFace based parameters to the AutoModel instantiation.
- [P] I got fed up with LangChain, so I made a simple open-source alternative for building Python AI apps as easy and intuitive as possible.
- Python library for open source LLM experimentation and fine tuning
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Writing direct python functions for programmatic control of prompting LLMs
It is related to this open source library: https://github.com/Pan-ML/panml
- High level library for interfacing with open source and OpenAI LLMs
What are some alternatives?
data.gov - Main repository for the data.gov service
feste - Feste is a free and open-source framework allowing scalable composition of NLP tasks using a graph execution model that is optimized and executed by specialized schedulers.
bashblog - A single Bash script to create blogs. Download, run, write, done!
guidance - A guidance language for controlling large language models. [Moved to: https://github.com/guidance-ai/guidance]
gittle - Pythonic Git for Humans
open-llms - 📋 A list of open LLMs available for commercial use.
dulwich - Pure-Python Git implementation
agency - Agency: Robust LLM Agent Management with Go
exhibit-explorer
simpleAI - An easy way to host your own AI API and expose alternative models, while being compatible with "open" AI clients.
PolygonDistances - Create distance-from-country maps using a nonstandard(?) technique that projects longitude and latitude to 3D, performs the computations there, and then projects back to longitude and latitude
simpleaichat - Python package for easily interfacing with chat apps, with robust features and minimal code complexity.