#nnue — Public Fediverse posts

Why do people use #python, a glue language, which is so slow? The only reason is the AI ecosystem.

#Copilot and I just tested Free Pascal and BLAS for its speed without using #numpy or #pytorch. The result is amazing. It took less than a second to do a 1024x1024 #matrix multiplication.

We will be using Free #Pascal and #BLAS to write our Small Language Model #SLM using #NNUE.

#AI #LLM

Why do people use #python, a glue language, which is so slow? The only reason is the AI ecosystem.

#Copilot and I just tested Free Pascal and BLAS for its speed without using #numpy or #pytorch. The result is amazing. It took less than a second to do a 1024x1024 #matrix multiplication.

We will be using Free #Pascal and #BLAS to write our Small Language Model #SLM using #NNUE.

#AI #LLM

Why do people use #python, a glue language, which is so slow? The only reason is the AI ecosystem.

#Copilot and I just tested Free Pascal and BLAS for its speed without using #numpy or #pytorch. The result is amazing. It took less than a second to do a 1024x1024 #matrix multiplication.

We will be using Free #Pascal and #BLAS to write our Small Language Model #SLM using #NNUE.

#AI #LLM

Why do people use #python, a glue language, which is so slow? The only reason is the AI ecosystem.

#Copilot and I just tested Free Pascal and BLAS for its speed without using #numpy or #pytorch. The result is amazing. It took less than a second to do a 1024x1024 #matrix multiplication.

We will be using Free #Pascal and #BLAS to write our Small Language Model #SLM using #NNUE.

#AI #LLM

#Clade4 #Sonnet and I have just deployed our second #AgenticAI on our #ICandy #Browser #dashboard project. We have have a total of 12 apps on this dashboard. The #AIAgent is a local AI chat app that allows me to chat with any of the small #LLM model that I downloaded and run on #LMStudio. I use them for learning #programming, #Math and #Japanese. This module can also generate 3000 #English sentences based on the set of vocabulary I upload to it that will be used for training my #NNUE #SLM.

I created 7 #AgenticAI 's and 1 #CSharp #app and 1 #Typescript app using #Claude pro in 3 days. We are both exhausted. For $200 a year, I will be able to create more than 100 apps using Claude 4 #Sonnet. I will also be able to finish my #NNUE #SLM project and my #VR entertainment room project and learn as much knowledge as I can in just one year. Who says AIs are bad? You don't need to be a programmer or a big corporation to benefit from #AIs, you only need to be #computer literate. #AI

I just installed #copilot for Obsidian. After getting the API key from Google, I could now use #Gemini 2.5 while writing notes for my #NNUE #SLM project in #Obsidian. In fact, I can choose other AIs to help me learn C# and other languages to code my project in Obsidian. Or I can focus on my model logic instead of spending most of my time learning computer languages. I can also use other AI's in my browser and in VS Code. All a sudden, I am going full #AI mode. I don't even need cloud storage.

Why is #NNUE Broad Shallow Learning Small Language Model much more efficient and transparent than Deep Learning. I can use just 2 layers for my #SLM AI to learn English #Semantics. With this foundation, I can add more modules to the model to improve upon her understanding of the meanings of words in different contexts and to be able to learn other knowledge such as #mathematics. NNUE gives rise to a clear knowledge space and ease of computation. Sparse matrix multiplication is unnecessary. #AI

I am now paying $16.8 a month for #Gemini Advanced for a couple of reasons. 1. I get 2T cloud storage. 2. I get #DeepResearch... I hate reading because I can't follow other people's logic. To learn any new knowledge, I will have to have curiosity in something first. I asked Gemini 2.5 to generate a deep report on #SparseMatrix because I need to speed up the matrix multiplication for my #NNUE #SLM with a huge parameter matrix and a super sparse input matrix representing vectors of words. #AI

#Gemini 2.0 is really smart and helpful. We talk about new project ideas all the time. She just created a tex file for me to learn #Pytorch in Python. I hope I can finishing learning #Python, pandas, and Python and start writing my first alphabet recognition #AI using the #NNUE shallow but broad learning model by the end of next week. My speculation is that shallow but broad learning is theoretically more sound and practically more efficient that #DeepLearning which remains as a black box.

So I'm writing a chess program called Dog. Since version 3.0 it is an NNUE enabled program! AI and such.
Now to train that AI, I need large amounts of trainingdata. I wrote a program to generate this (distributed over the internet) and currently my friends at @nurdspace are collectively helping my out with that! <3 So cool! At the moment we collectively produce 25.8 million chess-positions per hour.

https://github.com/folkertvanheusden/Dog/blob/master/helping-me-out.md

#computerchess #ai #nnue