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Z-Image AI: Free Fast S3-DiT Image Generator

Z‑Image Turbo is a bit different from “classic” Stable Diffusion, so a lot of old prompting habits don’t quite apply. I’ll walk through how to prompt it deeply and safely, with special focus on controlling content (nudity, stereotypes, unwanted artifacts) even though the model does not support traditional negative prompts at all. ([Hugging Face][1])


1. How Z‑Image Turbo thinks (and why “negative” prompts don’t work)

Key facts that matter for prompting:

@pangyre
pangyre / gist:fe0688a40993a0deee9a84f99c98a04d
Last active June 16, 2019 18:51 — forked from pjlsergeant/gist:2556399
Concise map-reduce in Perl
#!/usr/bin/env perl
use strictures;
use List::Util "reduce";
use Path::Tiny;
use YAML;
# Given a list of filenames, return a hash of each word and the number
# of times it occurs.
my $reduced = word_count(@ARGV);
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pangyre / http-status-diff.pl
Last active June 5, 2018 01:54
Tool to compare Wikipedia's current understanding of HTTP status codes in Perl's HTTP::Status
#!/usr/bin/env perl
use strictures;
use XML::LibXML;
use HTTP::Status "status_message";
print "Checking HTTP::Status version ",
HTTP::Status->VERSION, $/, $/;
my $page = do { local $/; <DATA> };
my $dom = XML::LibXML->load_html( string => $page );
BEGIN {
package Promise;
use Moo;
my %STATES = map { $_ => 1 } qw/ PENDING FULFILLED REJECTED /;
has "value" => is => "ro", writer => "_value";
has "reason" => is => "ro", writer => "_reason";
has [qw/ on_fulfill on_reject /] =>
is => "ro",
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pangyre / xlit.psgi
Created June 27, 2012 15:49
For messing around with Unidecode and Soundex easily.
#!/usr/bin/env perl
use strict;
use Encode;
use Text::Unidecode;
use Plack::Request;
use Text::Soundex;
use HTML::Entities;
=head1 Synopsis
sub render : ActionClass('RenderView') {}
sub end : Private {
my ( $self, $c ) = @_;
$c->forward("render");
}
sub render : ActionClass('RenderView') {}
sub end : Private {
my ( $self, $c ) = @_;
$c->forward("render");
}
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pangyre / ghcn-v2-raw-global-mean-temp-google-chart-generator.pl
Created February 27, 2010 21:49
GHCN v2 Raw Global Mean Temperatures Google Chart Generator
#!/usr/bin/env perl
use warnings;
use strict;
use List::Util qw( first );
use Statistics::Descriptive;
use HTML::Entities;
use Time::Progress;
use URI::GoogleChart;
use LWP::Simple qw( mirror );
use File::HomeDir;