berlinbrownmecha

 

 From Chat GPT. To make a lightweight thin mushroom gray sauce in a crockpot, you're likely aiming for a smooth, savory mushroom-based gravy that can be used as a sauce or topping. Here's a simple recipe to make mushroom gravy in a crockpot: Ingredients: 2 cups fresh mushrooms (such as cremini or button), sliced 1 medium onion, finely chopped 2 cloves garlic, minced 2 tablespoons butter or olive oil 1 cup vegetable broth (or chicken broth for non-vegetarian option) 1 cup milk or heavy cream (for a lighter version, use milk or a non-dairy option) 2 tablespoons flour (or cornstarch for a gluten-free version) 1 teaspoon soy sauce (optional, for umami) Salt and pepper to taste Fresh thyme or rosemary (optional) Instructions: Sauté the Aromatics (Optional): In a pan, melt the butter or heat the olive oil over medium heat. Add the chopped onions and cook for 3-4 minutes until soft. Add the garlic and cook for another 1-2 minutes until fragrant. Prepare the Mushroom Base: Place the sl...

 This is a question from Chat GPT and Sebastain's book on large language models from scratch. First, this data is interesting. 124 Million parameters GPT_CONFIG_124M = {     "vocab_size": 50257,     # Vocabulary size     "context_length": 1024,  # Context length     "emb_dim": 768,          # Embedding dimension     "n_heads": 12,           # Number of attention heads     "n_layers": 12,          # Number of layers     "drop_rate": 0.1,        # Dropout rate     "qkv_bias": False        # Query-Key-Value bias } The 1.5 billion parameter GPT model config  GPT_CONFIG_1558M = {     "vocab_size": 50257,     # Vocabulary size     "context_length": 1024,  # Context length     "emb_dim": 1600,         # ...

 In the election, here we go #Harris vs #Trump - early voting in Georgia starting.

 There is not much weather disruption with Helene in Atlanta area.

 AI es muy interesante.

 So I was testing setup of a hadoop cluster and running map reduce. There are preliminary notes in first post. One key, I ran all commands under openssh as that user Setup the user Main machine: sudo usermod --shell /bin/bash mainhdfs Start openssh   openssh   su - mainhdfs   sudo apt-get install openssh-server   sudo systemctl enable ssh   sudo systemctl enable ssh --now   sudo systemctl start ssh   su - mainhdfs   sudo mkdir /usr/local/hadoop   sudo mv hadoop-3.3.6 /usr/local/hadoop/   sudo chown own -R mainhdfs:hadoop /usr/local/hadoop   sudo chown -R mainhdfs:hadoop /usr/local/hadoop Setup more on ssh: ssh-keygen -t rsa -P '' -f ~/.ssh/id_rsa cat ~/.ssh/id_rsa.pub >> ~/.ssh/authorized_keys chmod 600 ~/.ssh/authorized_keys chmod 700 ~/.ssh Write the following .bashrc and .bash_profile for that user export HADOOP_HOME=/usr/local/hadoop/hadoop-3.3.6 export PATH=$PATH:$HADOOP_HOME/bin:$HADOOP_HOME/sbin export HADOOP_CONF_...

#Raygun thank you for failing.  It is OK to fail.  Fail, move on.  Our own President Biden failed recently.  Shane Gillis failed on SNL.  George Santos failed.  Ingrid Andress on national anthem.  Doing good is better, but OK to fail.  Who else? 

 robotics http://hutter1.net/ai/suaibook.pdf https://arxiv.org/abs/1708.04782 https://github.com/google-deepmind/pysc2/blob/master/pysc2/lib/named_array.py https://github.com/google-deepmind/deepmind-research/tree/master/tandem_dqn https://www.youtube.com/watch?v=hCeJeq8U0lo&t=9s https://arxiv.org/pdf/2105.14039 https://arxiv.org/pdf/2102.05182 https://openreview.net/forum?id=nPHA8fGicZk https://github.com/google-deepmind/deepmind-research/tree/master/tandem_dqn . Neuromorphic Computing Technologies: Neuromorphic chips like Intel's Loihi or IBM's TrueNorth are designed to mimic the structure and function of the human brain, making them ideal for brain-like AI models. Purpose: These chips are designed to support spiking neural networks (SNNs), which are more biologically plausible than traditional artificial neural networks. 2. Spiking Neural Networks (SNNs) Algorithms: SNNs use spikes (events) to transmit information, similar to how neurons communicate in the brain. This al...

 Was going to watch twitter x - Trump and Elon Musk - It crashed

 Random AI Thoughts Posts - things I am looking at: scale ai Pinecone Perplexity Notion Hebbia Character AI --- web server web client stand alone -    limited html and http - validates your html and shit   very strict     -- tomcat based      -- my own ML-From-Scratch Description: This repository provides implementations of various machine learning algorithms from scratch in Python, without using libraries like Scikit-learn. It's educational and shows how algorithms like k-means clustering, decision trees, and linear regression work under the hood. Repository: ML-From-Scratch on GitHub You-Get Description: A simple and powerful tool for downloading media files from the web. It uses machine learning for analyzing and categorizing the downloaded media. Features: Supports various media sites, custom download options, and automated media organization. 3. OpenAI Gym Description: A toolkit for developing and comparing reinforcement learning algorit...

 This is a good competition lilou vs hong 10 #raygun https://www.youtube.com/watch?v=JKQ83Bo9g3s

 

 An older post on cellular automata https://berlinbrowndev.blogspot.com/2013/02/wolframs-cellular-automata-new-kind-of.html A New Kind of Science The name Stephan Wolfram has been mentioned several times in this post. He is the founder of Wolfram|Research, his company is known for the popular Mathematica software suite and Wolfram|Alpha knowledge engine. He did not initially discover cellular automata but recently he has been a prominent figure in its advocacy. He spent 10 years working on his book, A New Kind of Science. In the 1300 page tome, he discusses how cellular automata can be applied to every field of science from biology to physics. NKA is a detailed study of cellular automata programs. Basic Cellular Automata Figure: Wolfram's Elementary CA Rule 30. Look at 3 bit input and 1 bit output. The diagram above depicts the rule 30 program (or rule 30 elementary cellular automaton). There are 8 input states (2 ^ 3) and an output state of one or zero. If you look at the diagram ...

What we learned machine learning and deep learning So we have learned a lot from the machine learning and deep learning from Sebastian Raschka. See his blog https://magazine.sebastianraschka.com/ And the following machine learning and deep learning courses. https://sebastianraschka.com/blog/2021/ml-course.html https://sebastianraschka.com/blog/2021/dl-course.html The first set of courses cover: kNN - k nearest neighbor decision trees and popular ML python libraries.

 Jupyter is the new thing for data science colab.  It is a web based system for sharing interactive documents. To install linux (mint): Here I basically installed via pip with Linux sudo apt install jupyter-core    sudo  apt --fix-broken install jupyter-core    sudo apt install jupyter-core    pip install jupyterlab    python3 -m jupyterlab And then with Mac Sonoma I had python3 already installed https://jupyter.org/install This one worked with Mac as well with python3 and myenv With the virtual environment setup   jupyter notebook   mkdir ~/myenv   python3 -m venv ~/myenv   ~/myenv/bin/python   ~/myenv/bin/pip install    ~/myenv/bin/pip install numpy   ~/myenv/bin/python -m jupyter notebook   ~/myenv/bin/pip install jupyter   ~/myenv/bin/pip install --upgrade pip   ~/myenv/bin/python -m jupyter notebook   ~/myenv/bin/pip install numpy pandas numpy scipy matplotlib scikit-l...

 https://www.youtube.com/watch?v=tsTeEkzO9xc " At the 2024 UC Berkeley AI Hackathon's Awards Ceremony, the atmosphere was electric as Andrej Karpathy, founding member of OpenAI, delivered an inspiring keynote. Out of 371 projects, the top 8 teams took the stage to pitch their groundbreaking AI solutions. After intense deliberation by our esteemed judges,"

 https://x.com/BerlinBrownMech See here

 Thoughts on chatgpt5 #japan #atl #atx #llm Chat gpt has interesting responses to your prompt. And you have to prompt it. It comes back with a good response. PhD level? A PhD is what 30 years old. Went through life 30 years came up with papers on his own. https://www.tomsguide.com/ai/chatgpt/openai-cto-says-chatgpt-will-have-phd-level-intelligence-in-the-next-2-years

 I hope to add more talks about computing history and what not. #llm #history #minix https://www.theregister.com/2024/06/25/tanenbaum_minix_award/ Andrew Tanenbaum created a popular computer science book.  I still may have a copy.  It was about operating system design.  Start from scratch.  And he create the operating system Minix.  I believe no direct code relation to Linux or Unix. Except, Linus of Linux did learn a lot from Minix.