niu_he 2niuhe

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Pre-Transformer Models

云

IaaS指提供系统（可以自己选）或者储存空间之类的硬件，软件要自己手动装。PaaS提供语言环境和框架（可以自己选）。SaaS只能使用开发好的软件（卖软件本身，如税务会计、表格文字处理）。BaaS一般类似于非关系数据库，但各家不通用
云服务的特点：零前期成本 & 按需付费 & 弹性（类似于租，可随时多加、退掉；但没有残值）、高可用（放在机房中，不同AZ间水电隔离）

如果你想补充内容，建议优先给 free-for-dev 提PR，还能混个高星repo的contributor，没必要加到本列表里。
If you want to make improvements, I would recommend you contributing to free-for-dev rather than this list.

其他人的集合

High-Performance Matrix Multiplication

This is a short post that explains how to write a high-performance matrix multiplication program on modern processors. In this tutorial I will use a single core of the Skylake-client CPU with AVX2, but the principles in this post also apply to other processors with different instruction sets (such as AVX512).

Intro

Matrix multiplication is a mathematical operation that defines the product of

#awesome-go

A curated list of awesome Go frameworks, libraries and software.

golang/go - The Go programming language
kubernetes/kubernetes - Production-Grade Container Scheduling and Management
avelino/awesome-go - A curated list of awesome Go frameworks, libraries and software
gogits/gogs - Gogs is a painless self-hosted Git service.
syncthing/syncthing - Open Source Continuous File Synchronization
grafana/grafana - The tool for beautiful monitoring and metric analytics & dashboards for Graphite, InfluxDB & Prometheus & More

	#!/bin/sh

	# References
	# https://www.pythonguis.com/tutorials/packaging-pyqt5-applications-pyinstaller-macos-dmg/
	# https://medium.com/@jackhuang.wz/in-just-two-steps-you-can-turn-a-python-script-into-a-macos-application-installer-6e21bce2ee71

	# ---------------------------------------
	# Clean up previous builds
	# ---------------------------------------

	#!/bin/sh

	if [ $# -lt 2 ]; then
	echo Usage: avgle-download.sh video_title url_of_last_segment
	exit 1
	fi

	# Visit a video page, open the network tab of the dev tools,
	# seek to the end of the video and copy the url of the last .ts segment
	# (the .m3u8 playlist is encoded and therefore harder to get).

	# 安装Caddy：
	wget -N --no-check-certificate https://softs.fun/Bash/caddy_install.sh && chmod +x caddy_install.sh && bash caddy_install.sh install http.filemanager
	# 配置Caddy：
	echo ":80 {
	gzip
	proxy / https://www.google.com.hk
	}" > /usr/local/caddy/Caddyfile
	/etc/init.d/caddy restart

	"""
	Implementation of RSA cryptography
	using samples of large numbers
	"""
	import random
	import sys
	import math

	from random import randrange

	import asyncio
	loop = asyncio.get_event_loop()

	async def hello():
	await asyncio.sleep(3)
	print('Hello!')

	if __name__ == '__main__':
	loop.run_until_complete(hello())

	#!/bin/bash

	################################################################################
	### OpenCV2 Installation Script ###
	################################################################################
	# Source code at https://github.com/arthurbeggs/scripts #
	################################################################################
	# #
	# Feel free to copy and modify this file. Giving me credit for it is your #
	# choice, but please keep references to other people's work, which I don't #