SillyTavern/public/scripts/cfg-scale.js
2023-10-29 23:56:25 +02:00

493 lines
16 KiB
JavaScript

import {
chat_metadata,
substituteParams,
this_chid,
eventSource,
event_types,
saveSettingsDebounced,
} from "../script.js";
import { extension_settings, saveMetadataDebounced } from "./extensions.js"
import { selected_group } from "./group-chats.js";
import { getCharaFilename, delay } from "./utils.js";
import { power_user } from "./power-user.js";
const extensionName = 'cfg';
const defaultSettings = {
global: {
"guidance_scale": 1,
"negative_prompt": ''
},
chara: []
};
const settingType = {
guidance_scale: 0,
negative_prompt: 1,
positive_prompt: 2
}
// Used for character and chat CFG values
function updateSettings() {
saveSettingsDebounced();
loadSettings();
}
function setCharCfg(tempValue, setting) {
const avatarName = getCharaFilename();
// Assign temp object
let tempCharaCfg = {
name: avatarName
};
switch(setting) {
case settingType.guidance_scale:
tempCharaCfg["guidance_scale"] = Number(tempValue);
break;
case settingType.negative_prompt:
tempCharaCfg["negative_prompt"] = tempValue;
break;
case settingType.positive_prompt:
tempCharaCfg["positive_prompt"] = tempValue;
break;
default:
return false;
}
let existingCharaCfgIndex;
let existingCharaCfg;
if (extension_settings.cfg.chara) {
existingCharaCfgIndex = extension_settings.cfg.chara.findIndex((e) => e.name === avatarName);
existingCharaCfg = extension_settings.cfg.chara[existingCharaCfgIndex];
}
if (extension_settings.cfg.chara && existingCharaCfg) {
const tempAssign = Object.assign(existingCharaCfg, tempCharaCfg);
// If both values are default, remove the entry
if (!existingCharaCfg.useChara &&
(tempAssign.guidance_scale ?? 1.00) === 1.00 &&
(tempAssign.negative_prompt?.length ?? 0) === 0 &&
(tempAssign.positive_prompt?.length ?? 0) === 0)
{
extension_settings.cfg.chara.splice(existingCharaCfgIndex, 1);
}
} else if (avatarName && tempValue.length > 0) {
if (!extension_settings.cfg.chara) {
extension_settings.cfg.chara = []
}
extension_settings.cfg.chara.push(tempCharaCfg);
} else {
console.debug("Character CFG error: No avatar name key could be found.");
// Don't save settings if something went wrong
return false;
}
updateSettings();
return true;
}
function setChatCfg(tempValue, setting) {
switch(setting) {
case settingType.guidance_scale:
chat_metadata[metadataKeys.guidance_scale] = tempValue;
break;
case settingType.negative_prompt:
chat_metadata[metadataKeys.negative_prompt] = tempValue;
break;
case settingType.positive_prompt:
chat_metadata[metadataKeys.positive_prompt] = tempValue;
break;
default:
return false;
}
saveMetadataDebounced();
return true;
}
// TODO: Only change CFG when character is selected
function onCfgMenuItemClick() {
if (selected_group || this_chid) {
//show CFG config if it's hidden
if ($("#cfgConfig").css("display") !== 'flex') {
$("#cfgConfig").addClass('resizing')
$("#cfgConfig").css("display", "flex");
$("#cfgConfig").css("opacity", 0.0);
$("#cfgConfig").transition({
opacity: 1.0,
duration: 250,
}, async function () {
await delay(50);
$("#cfgConfig").removeClass('resizing')
});
//auto-open the main AN inline drawer
if ($("#CFGBlockToggle")
.siblings('.inline-drawer-content')
.css('display') !== 'block') {
$("#floatingPrompt").addClass('resizing')
$("#CFGBlockToggle").click();
}
} else {
//hide AN if it's already displayed
$("#cfgConfig").addClass('resizing')
$("#cfgConfig").transition({
opacity: 0.0,
duration: 250,
},
async function () {
await delay(50);
$("#cfgConfig").removeClass('resizing')
});
setTimeout(function () {
$("#cfgConfig").hide();
}, 250);
}
//duplicate options menu close handler from script.js
//because this listener takes priority
$("#options").stop().fadeOut(250);
} else {
toastr.warning(`Select a character before trying to configure CFG`, '', { timeOut: 2000 });
}
}
async function onChatChanged() {
loadSettings();
await modifyCharaHtml();
}
// Rearrange the panel if a group chat is present
async function modifyCharaHtml() {
if (selected_group) {
$("#chara_cfg_container").hide();
$("#groupchat_cfg_use_chara_container").show();
} else {
$("#chara_cfg_container").show();
$("#groupchat_cfg_use_chara_container").hide();
// TODO: Remove chat checkbox here
}
}
// Reloads chat-specific settings
function loadSettings() {
// Set chat CFG if it exists
$('#chat_cfg_guidance_scale').val(chat_metadata[metadataKeys.guidance_scale] ?? 1.0.toFixed(2));
$('#chat_cfg_guidance_scale_counter').val(chat_metadata[metadataKeys.guidance_scale]?.toFixed(2) ?? 1.0.toFixed(2));
$('#chat_cfg_negative_prompt').val(chat_metadata[metadataKeys.negative_prompt] ?? '');
$('#chat_cfg_positive_prompt').val(chat_metadata[metadataKeys.positive_prompt] ?? '');
$('#groupchat_cfg_use_chara').prop('checked', chat_metadata[metadataKeys.groupchat_individual_chars] ?? false);
if (chat_metadata[metadataKeys.prompt_combine]?.length > 0) {
chat_metadata[metadataKeys.prompt_combine].forEach((element) => {
$(`input[name="cfg_prompt_combine"][value="${element}"]`)
.prop("checked", true);
});
}
// Display the negative separator in quotes if not quoted already
let promptSeparatorDisplay = [];
const promptSeparator = chat_metadata[metadataKeys.prompt_separator];
if (promptSeparator) {
promptSeparatorDisplay.push(promptSeparator);
if (!promptSeparator.startsWith(`"`)) {
promptSeparatorDisplay.unshift(`"`);
}
if (!promptSeparator.endsWith(`"`)) {
promptSeparatorDisplay.push(`"`);
}
}
$('#cfg_prompt_separator').val(promptSeparatorDisplay.length === 0 ? '' : promptSeparatorDisplay.join(''));
$('#cfg_prompt_insertion_depth').val(chat_metadata[metadataKeys.prompt_insertion_depth] ?? 1);
// Set character CFG if it exists
if (!selected_group) {
const charaCfg = extension_settings.cfg.chara.find((e) => e.name === getCharaFilename());
$('#chara_cfg_guidance_scale').val(charaCfg?.guidance_scale ?? 1.00);
$('#chara_cfg_guidance_scale_counter').val(charaCfg?.guidance_scale?.toFixed(2) ?? 1.0.toFixed(2));
$('#chara_cfg_negative_prompt').val(charaCfg?.negative_prompt ?? '');
$('#chara_cfg_positive_prompt').val(charaCfg?.positive_prompt ?? '');
}
}
// Load initial extension settings
async function initialLoadSettings() {
// Create the settings if they don't exist
extension_settings[extensionName] = extension_settings[extensionName] || {};
if (Object.keys(extension_settings[extensionName]).length === 0) {
Object.assign(extension_settings[extensionName], defaultSettings);
saveSettingsDebounced();
}
// Set global CFG values on load
$('#global_cfg_guidance_scale').val(extension_settings.cfg.global.guidance_scale);
$('#global_cfg_guidance_scale_counter').val(extension_settings.cfg.global.guidance_scale.toFixed(2));
$('#global_cfg_negative_prompt').val(extension_settings.cfg.global.negative_prompt);
$('#global_cfg_positive_prompt').val(extension_settings.cfg.global.positive_prompt);
}
function migrateSettings() {
let performSettingsSave = false;
let performMetaSave = false;
if (power_user.guidance_scale) {
extension_settings.cfg.global.guidance_scale = power_user.guidance_scale;
delete power_user['guidance_scale'];
performSettingsSave = true;
}
if (power_user.negative_prompt) {
extension_settings.cfg.global.negative_prompt = power_user.negative_prompt;
delete power_user['negative_prompt'];
performSettingsSave = true;
}
if (chat_metadata["cfg_negative_combine"]) {
chat_metadata[metadataKeys.prompt_combine] = chat_metadata["cfg_negative_combine"];
chat_metadata["cfg_negative_combine"] = undefined;
performMetaSave = true;
}
if (chat_metadata["cfg_negative_insertion_depth"]) {
chat_metadata[metadataKeys.prompt_insertion_depth] = chat_metadata["cfg_negative_insertion_depth"];
chat_metadata["cfg_negative_insertion_depth"] = undefined;
performMetaSave = true;
}
if (chat_metadata["cfg_negative_separator"]) {
chat_metadata[metadataKeys.prompt_separator] = chat_metadata["cfg_negative_separator"];
chat_metadata["cfg_negative_separator"] = undefined;
performMetaSave = true;
}
if (performSettingsSave) {
saveSettingsDebounced();
}
if (performMetaSave) {
saveMetadataDebounced();
}
}
// This function is called when the extension is loaded
export function initCfg() {
$('#CFGClose').on('click', function () {
$("#cfgConfig").transition({
opacity: 0,
duration: 200,
easing: 'ease-in-out',
});
setTimeout(function () { $('#cfgConfig').hide() }, 200);
});
$('#chat_cfg_guidance_scale').on('input', function() {
const numberValue = Number($(this).val());
const success = setChatCfg(numberValue, settingType.guidance_scale);
if (success) {
$('#chat_cfg_guidance_scale_counter').val(numberValue.toFixed(2));
}
});
$('#chat_cfg_negative_prompt').on('input', function() {
setChatCfg($(this).val(), settingType.negative_prompt);
});
$('#chat_cfg_positive_prompt').on('input', function() {
setChatCfg($(this).val(), settingType.positive_prompt);
});
$('#chara_cfg_guidance_scale').on('input', function() {
const value = $(this).val();
const success = setCharCfg(value, settingType.guidance_scale);
if (success) {
$('#chara_cfg_guidance_scale_counter').val(Number(value).toFixed(2));
}
});
$('#chara_cfg_negative_prompt').on('input', function() {
setCharCfg($(this).val(), settingType.negative_prompt);
});
$('#chara_cfg_positive_prompt').on('input', function() {
setCharCfg($(this).val(), settingType.positive_prompt);
});
$('#global_cfg_guidance_scale').on('input', function() {
extension_settings.cfg.global.guidance_scale = Number($(this).val());
$('#global_cfg_guidance_scale_counter').val(extension_settings.cfg.global.guidance_scale.toFixed(2));
saveSettingsDebounced();
});
$('#global_cfg_negative_prompt').on('input', function() {
extension_settings.cfg.global.negative_prompt = $(this).val();
saveSettingsDebounced();
});
$('#global_cfg_positive_prompt').on('input', function() {
extension_settings.cfg.global.positive_prompt = $(this).val();
saveSettingsDebounced();
});
$(`input[name="cfg_prompt_combine"]`).on('input', function() {
const values = $('#cfgConfig').find(`input[name="cfg_prompt_combine"]`)
.filter(":checked")
.map(function() { return Number($(this).val()) })
.get()
.filter((e) => !Number.isNaN(e)) || [];
chat_metadata[metadataKeys.prompt_combine] = values;
saveMetadataDebounced();
});
$(`#cfg_prompt_insertion_depth`).on('input', function() {
chat_metadata[metadataKeys.prompt_insertion_depth] = Number($(this).val());
saveMetadataDebounced();
});
$(`#cfg_prompt_separator`).on('input', function() {
chat_metadata[metadataKeys.prompt_separator] = $(this).val();
saveMetadataDebounced();
});
$('#groupchat_cfg_use_chara').on('input', function() {
const checked = !!$(this).prop('checked');
chat_metadata[metadataKeys.groupchat_individual_chars] = checked
if (checked) {
toastr.info("You can edit character CFG values in their respective character chats.");
}
saveMetadataDebounced();
});
initialLoadSettings();
if (extension_settings.cfg) {
migrateSettings();
}
$('#option_toggle_CFG').on('click', onCfgMenuItemClick);
// Hook events
eventSource.on(event_types.CHAT_CHANGED, async () => {
await onChatChanged();
});
}
export const cfgType = {
chat: 0,
chara: 1,
global: 2
}
export const metadataKeys = {
guidance_scale: "cfg_guidance_scale",
negative_prompt: "cfg_negative_prompt",
positive_prompt: "cfg_positive_prompt",
prompt_combine: "cfg_prompt_combine",
groupchat_individual_chars: "cfg_groupchat_individual_chars",
prompt_insertion_depth: "cfg_prompt_insertion_depth",
prompt_separator: "cfg_prompt_separator"
}
// Gets the CFG guidance scale
// If the guidance scale is 1, ignore the CFG prompt(s) since it won't be used anyways
export function getGuidanceScale() {
if (!extension_settings.cfg) {
console.warn("CFG extension is not enabled. Skipping CFG guidance.");
return;
}
const charaCfg = extension_settings.cfg.chara?.find((e) => e.name === getCharaFilename(this_chid));
const chatGuidanceScale = chat_metadata[metadataKeys.guidance_scale];
const groupchatCharOverride = chat_metadata[metadataKeys.groupchat_individual_chars] ?? false;
if (chatGuidanceScale && chatGuidanceScale !== 1 && !groupchatCharOverride) {
return {
type: cfgType.chat,
value: chatGuidanceScale
};
}
if ((!selected_group && charaCfg || groupchatCharOverride) && charaCfg?.guidance_scale !== 1) {
return {
type: cfgType.chara,
value: charaCfg.guidance_scale
};
}
if (extension_settings.cfg.global && extension_settings.cfg.global?.guidance_scale !== 1) {
return {
type: cfgType.global,
value: extension_settings.cfg.global.guidance_scale
};
}
}
/**
* Gets the CFG prompt separator.
* @returns {string} The CFG prompt separator
*/
function getCustomSeparator() {
const defaultSeparator = "\n";
try {
if (chat_metadata[metadataKeys.prompt_separator]) {
return JSON.parse(chat_metadata[metadataKeys.prompt_separator]);
}
return defaultSeparator;
} catch {
console.warn("Invalid JSON detected for prompt separator. Using default separator.");
return defaultSeparator;
}
}
// Gets the CFG prompt
export function getCfgPrompt(guidanceScale, isNegative) {
let splitCfgPrompt = [];
const cfgPromptCombine = chat_metadata[metadataKeys.prompt_combine] ?? [];
if (guidanceScale.type === cfgType.chat || cfgPromptCombine.includes(cfgType.chat)) {
splitCfgPrompt.unshift(
substituteParams(
chat_metadata[isNegative ? metadataKeys.negative_prompt : metadataKeys.positive_prompt]
)
);
}
const charaCfg = extension_settings.cfg.chara?.find((e) => e.name === getCharaFilename(this_chid));
if (guidanceScale.type === cfgType.chara || cfgPromptCombine.includes(cfgType.chara)) {
splitCfgPrompt.unshift(
substituteParams(
isNegative ? charaCfg.negative_prompt : charaCfg.positive_prompt
)
);
}
if (guidanceScale.type === cfgType.global || cfgPromptCombine.includes(cfgType.global)) {
splitCfgPrompt.unshift(
substituteParams(
isNegative ? extension_settings.cfg.global.negative_prompt : extension_settings.cfg.global.positive_prompt
)
);
}
const customSeparator = getCustomSeparator();
const combinedCfgPrompt = splitCfgPrompt.filter((e) => e.length > 0).join(customSeparator);
const insertionDepth = chat_metadata[metadataKeys.prompt_insertion_depth] ?? 1;
console.log(`Setting CFG with guidance scale: ${guidanceScale.value}, negatives: ${combinedCfgPrompt}`);
return {
value: combinedCfgPrompt,
depth: insertionDepth
};
}