Quality Science

SparkOne() Laboratory
Research & Development

UPDATE: Check out our Etsy Store, TeedleArt

Uncategorized / March 30, 2024

Building an Oxford House Chat Bot

So I decided I wanted to build a chat bot, specifically for Oxford House; which will allow natural language queries concerning the rules and data associated with the particular house and organization in my locale. After looking into this a bit, and experimenting with some more naive implementations using selenium and other automation solutions, I

Read More
Uncategorized / March 21, 2024

Notes on Data Processing for LLM Context

So, after building an intersting scraping algorithm, I need to do things like remove extremely similar or identical sentences repeated in close proximity, remove captured code elements, and other non-alphanumeric noise. To that end here are some notes on research: Okay, so after experimenting with some AI assisted implementations of BERT embeddings and K-Means clustering,

Read More
Uncategorized / March 10, 2024

Miniconda3: Notes on Virtual Environments

Proceeding to implement and test python based AI projects from github has necessitated some seriously finicky python version dependency management. Initially I was using venv however, this became unwieldy in some cases and am now experimenting with miniconda3. A shell script and symbolic link were created to facilitate running the conda.sh script with the command

Read More
Uncategorized / March 9, 2024

Triple Plane Gaussian: The Installation Odyssey

So, I decided I wanted to have a local installation of TriplePlaneGaussian from github for research and experimentation. Ran into version conflicts, as usual; so I created a venv (python virtual environment). No big deal so far. Well, when going to install the appropriate versions of pyTorch and associated packages, (1.13.1+cu113); I couldn’t find them

Read More
Uncategorized / March 9, 2024

Stable Diffusion Web UI

The following post is a collection of notes and links on SDUI usage and modification. Adding stabilityai/stable-video-diffusion-img2vid-xt to Automatic1111’s SDUI. See: After installing the appropriate virtual environment: and the required modules to allow forge to function, you need to git pull the svd model into the ./models/svd directory: Adding zero123 to forge So the SVD

Read More
Uncategorized / February 20, 2024

Q & A with an LLM: Solving problems with Gene Therapy?

This post is a place where I can store the output of queries from an LLM for further review and research; specifically validation of claims. This particular series centers around interest in using gene therapy techniques to achieve lasting effects similar to transient ones achieved from pharmaceutical agents. For example, ADD treatment often involves various

Read More
Uncategorized / February 16, 2024

Accelerating Chemical Reactions using Applied Volatage

The principles of electrochemistry have long employed an electrical framework of understanding to characterize various chemical reactions (mostly oxidation and reduction reactions, tabulated in a so-called redox reaction list). However, it came so my attention from scroll addiction that MIT has recently discovered a way to employ applied voltage to reactions which do not fall

Read More
Uncategorized / February 15, 2024

Neural Network Research (Random Notes on General Theory and Practice)

Regarding the underlying mechanisms of machine learning, matrix operations are the backbone of the mathematical framework in which all emergent phenomena arise. Something like a ‘mathematical aether‘, this conceptual framework provides the necessary richness of context which patterns of a useful nature require to be defined. In contemporary technologies, dimension of the involved matrices is

Read More
Uncategorized / February 15, 2024

Integrating Gradio Apps

In order to construct more interesting tools for monkeys to use, it is helpful to be able to integrate the modular tools you are already experimenting with. To that end… “Using the gradio_client library, we can easily use the Gradio as an API to transcribe audio files programmatically. Here’s the entire code to do it: The Gradio

Read More