w-e-w

Waifu Diffusion 1.4 Overview

_{An image generated at resolution 512x512 then upscaled to 1024x1024 with Waifu Diffusion 1.3 Epoch 7.}

Goals

Improving image generation at different aspect ratios using conditional masking during training. This will allow for the entire image to be seen during training instead of center cropped images, which will allow for better results when generating full body images, portraits, and improving the composition.
Expanded the input context from 77 tokens to 231 tokens or perhaps to an unlimited amount of tokens. Out of 77 tokens for input, only 75 are useable. This does not give nearly enough room for complex prompting that requires a lot of detail.

About

I faced bandwidth issues between a WG Peer and a WG server. Download bandwidth when downloading from WG Server to WG peer was reduced significantly and upload bandwidth was practically non existent.
I found a few reddit posts that said that we need to choose the right MTU. So I wrote a script to find an optimal MTU.
Ideally I would have liked to have run all possible MTU configurations for both WG Server and WG Peer but for simplicity I choose to fix the WG Server to the original 1420 MTU and tried all MTUs from 1280 to 1500 for the WG Peer.

Testing

On WG server, I started an iperf3 server
On WG peer, I wrote a script that does the following:
- wg-quick down wg0
Edit MTU in the /etc/wireguard/wg0.conf file

Conjoined Twins

IFTTT-style application actions using auditing and scheduled tasks under Windows

How it works

The script audits a trigger application to make it raise an event when it's executed, then schedules a task to run an action command on that event. For example an automation script, or a batch file, or another app.

	# Script for converting a HF Diffusers saved pipeline to a Stable Diffusion checkpoint.
	# Only converts the UNet, VAE, and Text Encoder.
	# Does not convert optimizer state or any other thing.
	# Written by jachiam

	import argparse
	import os.path as osp

	import torch

	// ==UserScript==
	// @name Evolve
	// @namespace http://tampermonkey.net/
	// @version 3.3.1.147
	// @description try to take over the world!
	// @downloadURL https://github.com/Vollch/Evolve-Automation/raw/master/evolve_automation.user.js
	// @updateURL https://github.com/Vollch/Evolve-Automation/raw/master/evolve_automation.meta.js
	// @author Fafnir
	// @author TMVictor
	// @author Vollch

	#NoEnv
	SetBatchLines, -1
	#MaxHotkeysPerInterval 200
	#Include <VA>

	; Create the slider window
	Gui, Add, Progress, w100 h20 x0 y0 Range0-100 vVolSlider, 0
	Gui, Add, Text, w100 h20 x0 y0 vVolText BackgroundTrans Center +0x200, 0
	Gui, +AlwaysOnTop -Caption +ToolWindow
	Gui, Show, Hide w100 h20 x0 y0, Volume

	; ----------------------------------------------------------------------------------------------------------------------
	; Name ..........: TrayIcon library
	; Description ...: Provide some useful functions to deal with Tray icons.
	; AHK Version ...: AHK_L 1.1.13.01 x32/64 Unicode
	; Original Author: Sean (http://goo.gl/dh0xIX) (http://www.autohotkey.com/forum/viewtopic.php?t=17314)
	; Update Author .: Cyruz (http://ciroprincipe.info) (http://ahkscript.org/boards/viewtopic.php?f=6&t=1229)
	; Mod Author ....: Fanatic Guru
	; License .......: WTFPL - http://www.wtfpl.net/txt/copying/
	; Version Date...: 2014 - 01 - 16
	; Note ..........: Many people have updated Sean's original work including me but Cyruz's version seemed the most straight

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