Welcome to the staging ground for new communities! Each proposal has a description in the "Descriptions" category and a body of questions and answers in "Incubator Q&A". You can ask questions (and get answers, we hope!) right away, and start new proposals.
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When people talk about fine tuning LLMs, it sounds a lot like glorified transfer learning. Is it the same thing, or is it a distinct technique? What are the differences?
TL;DR: Fine-tuning is not the same as transfer learning, but is often a part of transfer learning. The goal of transfer learning is to "transfer" information from one model to some other model. T...
Every question in the Incubator Q&A category should have 1 or more tags for a proposed community, so that it is clear which community or communities the question is intended for. Currently it ...
I agree - the obvious candidate for these mandatory "community" tags are those listed for each community below "Descriptions". The "community" tags should be optional on meta, since posts here mig...
Content Aggregation Content aggregators tend to collect and link to lots of content. This is especially prevalent for news. Many news sites don't do their own reporting. Rather they display a lis...
Yes, it's possible to reverse time in Minecraft. You can do so by using a negative integer in a /time add command. /time add -1000 While a /time subtract doesn't exist, you may still use any in...
In Zelda Tears of the Kingdom you can feed luminous stones to animals called "dondons" which then later produce gems. How do you optimize this process? You can feed each dondon up to 5 stones, bu...
The flip side of "fresh" content is "evergreen" content which is useful for a long period of time. News sites need lots of fresh content because most users need the latest news, not news that is w...
Some lenders offer an option where one can pay additional money in closing costs to get a lower APR. This is often called a rate or point "buy down". Is this a good idea?
What free alternatives are available to the GPT-3 and GPT-4 large language models (LLM)? Are there competing models with similar capabilities that I can download and run on my own computer?
Sometimes responses from the OpenAI API are large and it takes a long time to receive them. During this time the program appears to hang since there is no output. Is there a way to incrementally r...
I want to give an AI the ability to read, write and manipulate files on my computer, such as with the OpenAI function calling feature. The goal of this is to use the AI to work on a project compris...
One approach would be to containerize AI activity. For example: Create a folder to serve as the AI's workspace Create a Docker container Use bind mounts to mount the workspace to the container...
The Python library for OpenAI has a method openai.ChatCompletion.create which takes various parameters like messages, functions, and so on. I could not find documentation for these in the context o...
If I design a board game, can I list Tabletop Games Codidact as a place to ask any questions? Does this depend on whether the game is free or paid for? Does this depend on whether the game is open...
I know what Support Vector Machines (SVMs) are and how they work, but I regularly get confused by what exactly the support vectors are. In case of linearly separable data, the support vectors are ...
Is it possible to have special features enabled in the Incubator Q&A? I have tried to port one of my an answers for a question on Machine Learning, but it was written for markdown with MathJax...
Consider a machine learning problem with inputs $\boldsymbol{X} \in \mathbb{R}^{N \times D}$ and corresponding labels $\boldsymbol{y} \in \mathcal{Y}^N$. When the problem is to solve a regression ...
My dining room includes a chandelier ceiling fixture with five sockets, controlled by a dimmer switch on the wall. I've lived here for 20 years and this was already in place when I moved in; I don...
The LEDs in some rooms of my house flicker when the switch is on. There is no dimmer, it's a basic toggle switch. When the switch is off, they stay off as normal. How can I troubleshoot and fix th...
Many companies sell water filters for improving the composition of water received from city mains. There is a variety of models with different number and types of filter stages, and corresponding p...
What filter stages or combinations are important for an average residential consumer getting municipal water? None. Municipal water plants already do all that for you. They also have to test the...
Current lithium ion batteries are best stored for long life at around 70% of full charge. However, getting there and maintaining that for typical home power tools may be more trouble than it's wor...
My internet is provided via a coax cable. The speeds are much less than advertised, and the ISP's technician said it's because my coax cables are low quality and degrade the signal. The cables are...
How can I confirm that an ethernet cable is free of defects? I have a bunch of ethernet cables around my house. Some are apparently defective, and cause network problems when used. When these prob...
