Abdullah Mohammed abodacs

Install FreeBSD 14.0 on Hetzner server

Hetzner no longer offers direct install of FreeBSD, but we can do it ourselves. Here is how :)

Boot the hetzner server in Hetnzer Debain based rescue mode. ssh into it. then:

wget https://mfsbsd.vx.sk/files/iso/14/amd64/mfsbsd-14.0-RELEASE-amd64.iso

qemu-system-x86_64 \

You probably don't know how to do Prompt Engineering

(This post could also be titled "Features missing from most LLM front-ends that should exist")

Apologies for the snarky title, but there has been a huge amount of discussion around so called "Prompt Engineering" these past few months on all kinds of platforms. Much of it is coming from individuals who are peddling around an awful lot of "Prompting" and very little "Engineering".

Most of these discussions are little more than users finding that writing more creative and complicated prompts can help them solve a task that a more simple prompt was unable to help with. I claim this is not Prompt Engineering. This is not to say that crafting good prompts is not a difficult task, but it does not involve doing any kind of sophisticated modifications to general "template" of a prompt.

Others, who I think do deserve to call themselves "Prompt Engineers" (and an awful lot more than that), have been writing about and utilizing the rich new eco-system

Code is clean if it can be understood easily – by everyone on the team. Clean code can be read and enhanced by a developer other than its original author. With understandability comes readability, changeability, extensibility and maintainability.

General rules

Follow standard conventions.
Keep it simple stupid. Simpler is always better. Reduce complexity as much as possible.
Boy scout rule. Leave the campground cleaner than you found it.
Always find root cause. Always look for the root cause of a problem.

Design rules

What is this gist?

Explanation of a fullstack deployment of wagtail in a dockerized environment with Nginx, Elasticsearch, Postgres and Memcached

Required Skills:

docker
docker-compose
get a local wagtail site running

	# REQUIRES torchao, torch nightly (or torch 2.5) and transformers

	from transformers import AutoTokenizer, AutoModelForCausalLM, TorchAoConfig
	from transformers import TextStreamer
	import torch
	from tqdm import tqdm
	import os
	os.environ["TOKENIZERS_PARALLELISM"] = "false" # To prevent long warnings :)

	torch.set_float32_matmul_precision('high')

	import regex as re
	import requests

	MAX_HEADING_LENGTH = 7
	MAX_HEADING_CONTENT_LENGTH = 200
	MAX_HEADING_UNDERLINE_LENGTH = 200
	MAX_HTML_HEADING_ATTRIBUTES_LENGTH = 100
	MAX_LIST_ITEM_LENGTH = 200
	MAX_NESTED_LIST_ITEMS = 6
	MAX_LIST_INDENT_SPACES = 7

	// Updated: Aug. 15, 2024
	// Run: node testRegex.js testText.txt
	// Used in https://jina.ai/tokenizer
	const fs = require('fs');
	const util = require('util');

	// Define variables for magic numbers
	const MAX_HEADING_LENGTH = 7;
	const MAX_HEADING_CONTENT_LENGTH = 200;
	const MAX_HEADING_UNDERLINE_LENGTH = 200;

	# coding=utf-8
	# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
	#
	# Licensed under the Apache License, Version 2.0 (the "License");
	# you may not use this file except in compliance with the License.
	# You may obtain a copy of the License at
	#
	# http://www.apache.org/licenses/LICENSE-2.0
	#
	# Unless required by applicable law or agreed to in writing, software