denguir

How to install CUDA & cuDNN on Ubuntu 22.04

Install NVIDIA drivers

Update & upgrade

sudo apt update && sudo apt upgrade

Remove previous NVIDIA installation

cedrickchee

info 9-3-23 Added 4bit LLaMA install instructions for cards as small as 6GB VRAM! (See "BONUS 4" at the bottom of the guide)

warning 9-3-23 Added Torrent for HFv2 Model Weights, required for ooga's webUI, Kobold, Tavern and 4bit (+4bit model)! Update ASAP!

danger 11-3-23 There's a new torrent version of the 4bit weights called "LLaMA-HFv2-4bit". The old "LLaMA-4bit" torrent may be fine. But if you have any issues with it, it's recommended to update to the new 4bit torrent or use the decapoda-research versions off of HuggingFace or produce your own 4bit weights. Newer Torrent Link or [Newer Magnet Link](magnet:?xt=urn:btih:36945b5958b907b3ab69e963ba0de1abdf48c16c&dn=LLaMA-HFv2-4bit&tr=http%3a%2f%2fbt1.archive.org%3a6969%2fannounce&tr=http%3a%2f%2fbt2.archive.org%3a696

joeddav

import openai

class ChatGPT:
    """ A very simple wrapper around OpenAI's ChatGPT API. Makes it easy to create custom messages & chat. """
    
    def __init__(self, model="gpt-3.5-turbo", completion_hparams=None):
        self.model = model
        self.completion_hparams = completion_hparams or {}
        self.history = []
        self._messages = []

xdralex

Deep Learning

concepts

• forward and backward propagation
• vanishing gradient
• image convolution operation
• feature map, filter/kernel
• receptive field
• embedding
• translation invariance

muralisc

# Install tmux 3.0a on Centos

# install deps
sudo yum install -y gcc kernel-devel make ncurses-devel

# DOWNLOAD SOURCES FOR LIBEVENT AND MAKE AND INSTALL
curl -LOk https://github.com/libevent/libevent/releases/download/release-2.1.11-stable/libevent-2.1.11-stable.tar.gz
tar -xf libevent-2.1.11-stable.tar.gz
cd libevent-2.1.11-stable
./configure --prefix=/usr/local

c0psrul3

[
  {
    "name": "Corne, default layer",
    "author": "https://github.com/c0psrul3",
    "plate": false,
    "keyboard-layout-editor": "http://www.keyboard-layout-editor.com/#/gists/adfa7c3cd8f0c6d3a7b9155c6eab1748#file-corne-crkbd_c0psrul3-default-json",
    "qmk-config": "https://config.qmk.fm/#/crkbd/rev1/LAYOUT"
  },
  [
    {

tvst

"""Hack to add per-session state to Streamlit.

Usage
-----

>>> import SessionState
>>>
>>> session_state = SessionState.get(user_name='', favorite_color='black')
>>> session_state.user_name
''

bradtraversy

MongoDB Cheat Sheet

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bogdan-kulynych

# WARNING: These steps seem to not work anymore!

#!/bin/bash

# Purge existign CUDA first
sudo apt --purge remove "cublas*" "cuda*"
sudo apt --purge remove "nvidia*"

# Install CUDA Toolkit 10
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu1804/x86_64/cuda-repo-ubuntu1804_10.0.130-1_amd64.deb

tylerneylon

#!/bin/bash
#
# Convert all new Jupyter notebooks to straight Python files for easier code
# reviews.
#

for file in $(git diff --cached --name-only); do
    if [[ $file == *.ipynb ]]; then
        jupyter nbconvert --to script $file
        git add ${file%.*}.py