Ased Mammad asedmammad

Setup

Create a new directory with these three files (requirements.txt, main.py, README.md)
python -m venv venv
source venv/bin/activate
pip install -r requirements.txt
python main.py
Update main() to run the example prompt chains

Using Linear Algebra to Convert a Large Code Model

Background

The SalesForce CodeGen models are a family of large language models trained on a large amount of natural language data and then fine-tuned on specialized datasets of code. Models of size 350M, 2B, 6B, and 16B parameters are provided in three flavors:

nl, the base model trained on The Pile, a large natural language dataset compiled by EleutherAI
multi, which is fine-tuned from the nl model on a dataset of code in multiple languages, scraped from GitHub, and
mono, which is fine-tuned from the multi model on Python code only.

What's Cool

Encrypted root partition
- AES-256 bit cipher
- Argon2id variant for PBKDF
- Sha3-512 bit hash
rEFInd bootloader
- With dreary theme
- Optimal Settings (optimized for aesthetics, and boot time)
Boot into backups thanks to refind-btrfs

Useful LXD commands

Summarized from https://stgraber.org/2016/03/19/lxd-2-0-your-first-lxd-container-312/.

Interestingly, the LXD command line client is named.... lxc!

List available containers

lxc image list ubuntu:        # ubuntu: is officially supported image source
lxc image list images:        # images: is an unsupported source
lxc image alias list images:  # lists user-friendly names

	#!/bin/bash

	# Usage: ./minio-upload my-bucket my-file.zip

	bucket=$1
	file=$2

	host=minio.example.com
	s3_key=svc_example_user
	s3_secret=svc_example_user_password

	#!/usr/bin/env sh

	# Example: ./download_minio.sh example.url.com username password bucket-name minio/path/to/file.txt.zst /download/path/to/file.txt.zst

	if [ -z $1 ]; then
	echo "You have NOT specified a MINIO URL!"
	exit 1
	fi

	if [ -z $2 ]; then

	#!/usr/bin/env sh

	# Example: ./upload_to_minio example.url.com username password bucket-name internal/minio/path /absolute/path/file.txt.zst

	if [ -z $1 ]; then
	echo "You have NOT specified a MINIO URL!"
	exit 1
	fi

	if [ -z $2 ]; then

	@import url("../fonts/css/fontiran.css");

	html {
	direction: rtl;
	font-family: IRANSans;
	}

	.sidebar {
	right: 0 !important;
	left: auto !important;

	import functools


	def force_async(fn):
	'''
	turns a sync function to async function using threads
	'''
	from concurrent.futures import ThreadPoolExecutor
	import asyncio
	pool = ThreadPoolExecutor()

	#!/bin/bash

	#[remind_break]
	#command=~/.i3/i3blocks/take-a-break.sh
	#interval=10

	# Minutes
	work_time=20
	break_time=5