CFG: Add insertion depth and custom separator

Insertion depth allows for CFG to variably inject itself into the
negative prompt. This is similar to how Author's note works.

However, this method of insertion depth conflicts with AN and
world info where negatives can be meshed between two lines
of those specific insertions.

A custom separator must be wrapped in quotes, otherwise the default
separator is a newline for negative cascading.

Signed-off-by: kingbri <bdashore3@proton.me>
This commit is contained in:
kingbri 2023-08-19 01:19:22 -04:00
parent cdbca6d9fd
commit 7191f7a8ad
6 changed files with 79 additions and 45 deletions

View File

@ -164,7 +164,6 @@ import { deviceInfo } from "./scripts/RossAscends-mods.js";
import { registerPromptManagerMigration } from "./scripts/PromptManager.js";
import { getRegexedString, regex_placement } from "./scripts/extensions/regex/engine.js";
import { FILTER_TYPES, FilterHelper } from "./scripts/filters.js";
import { getCfg, getNegativePrompt } from "./scripts/extensions/cfg/util.js";
//exporting functions and vars for mods
export {
@ -2906,8 +2905,6 @@ async function Generate(type, { automatic_trigger, force_name2, resolve, reject,
let this_amount_gen = parseInt(amount_gen); // how many tokens the AI will be requested to generate
let this_settings = koboldai_settings[koboldai_setting_names[preset_settings]];
const cfgValues = getCfg(finalPromt);
if (isMultigenEnabled() && type !== 'quiet') {
// if nothing has been generated yet..
this_amount_gen = getMultigenAmount();
@ -2938,7 +2935,7 @@ async function Generate(type, { automatic_trigger, force_name2, resolve, reject,
}
}
else if (main_api == 'textgenerationwebui') {
generate_data = getTextGenGenerationData(finalPromt, this_amount_gen, isImpersonate, cfgValues);
generate_data = getTextGenGenerationData(finalPromt, this_amount_gen, isImpersonate);
generate_data.use_mancer = api_use_mancer_webui;
}
else if (main_api == 'novel') {

View File

@ -182,6 +182,24 @@ function loadSettings() {
});
}
// Display the negative separator in quotes if not quoted already
let negativeSeparatorDisplay = [];
const negativeSeparator = chat_metadata[metadataKeys.negative_separator];
if (negativeSeparator) {
negativeSeparatorDisplay.push(negativeSeparator);
if (!negativeSeparator.startsWith(`"`)) {
negativeSeparatorDisplay.unshift(`"`);
}
if (!negativeSeparator.endsWith(`"`)) {
negativeSeparatorDisplay.push(`"`);
}
}
$('#cfg_negative_separator').val(negativeSeparatorDisplay.length === 0 ? '' : negativeSeparatorDisplay.join(''));
$('#cfg_negative_insertion_depth').val(chat_metadata[metadataKeys.negative_insertion_depth] ?? 1);
// Set character CFG if it exists
if (!selected_group) {
const charaCfg = extension_settings.cfg.chara.find((e) => e.name === getCharaFilename());
@ -273,7 +291,6 @@ jQuery(async () => {
saveSettingsDebounced();
});
// TODO: Add negative insertion depth
windowHtml.find('#global_cfg_negative_prompt').on('input', function() {
extension_settings.cfg.global.negative_prompt = $(this).val();
saveSettingsDebounced();
@ -290,6 +307,16 @@ jQuery(async () => {
saveMetadataDebounced();
});
windowHtml.find(`#cfg_negative_insertion_depth`).on('input', function() {
chat_metadata[metadataKeys.negative_insertion_depth] = Number($(this).val());
saveMetadataDebounced();
});
windowHtml.find(`#cfg_negative_separator`).on('input', function() {
chat_metadata[metadataKeys.negative_separator] = $(this).val();
saveMetadataDebounced();
});
windowHtml.find('#groupchat_cfg_use_chara').on('input', function() {
const checked = !!$(this).prop('checked');
chat_metadata[metadataKeys.groupchat_individual_chars] = checked

View File

@ -1,4 +1,4 @@
import { chat_metadata, this_chid } from "../../../script.js";
import { chat_metadata, substituteParams, this_chid } from "../../../script.js";
import { extension_settings, getContext } from "../../extensions.js"
import { selected_group } from "../../group-chats.js";
import { getCharaFilename } from "../../utils.js";
@ -13,13 +13,14 @@ export const metadataKeys = {
negative_prompt: "cfg_negative_prompt",
negative_combine: "cfg_negative_combine",
groupchat_individual_chars: "cfg_groupchat_individual_chars",
negative_insertion_depth: "cfg_negative_insertion_depth"
negative_insertion_depth: "cfg_negative_insertion_depth",
negative_separator: "cfg_negative_separator"
}
// Gets the CFG value from hierarchy of chat -> character -> global
// Returns undefined values which should be handled in the respective backend APIs
// TODO: Include a custom negative separator
// TODO: Maybe use existing prompt building/substitution?
// TODO: Insertion depth conflicts with author's note. Shouldn't matter though since CFG is prompt mixing.
export function getCfg(prompt) {
const splitPrompt = prompt?.split("\n") ?? [];
let splitNegativePrompt = [];
@ -28,23 +29,24 @@ export function getCfg(prompt) {
const chatNegativeCombine = chat_metadata[metadataKeys.negative_combine] ?? [];
// If there's a guidance scale, continue. Otherwise assume undefined
// TODO: Run substitute params
if (guidanceScale?.value && guidanceScale?.value !== 1) {
if (guidanceScale.type === cfgType.chat || chatNegativeCombine.includes(cfgType.chat)) {
splitNegativePrompt.push(chat_metadata[metadataKeys.negative_prompt]?.trim());
splitNegativePrompt.unshift(substituteParams(chat_metadata[metadataKeys.negative_prompt])?.trim());
}
if (guidanceScale.type === cfgType.chara || chatNegativeCombine.includes(cfgType.chara)) {
splitNegativePrompt.push(charaCfg.negative_prompt?.trim())
splitNegativePrompt.unshift(substituteParams(charaCfg.negative_prompt)?.trim())
}
if (guidanceScale.type === cfgType.global || chatNegativeCombine.includes(cfgType.global)) {
splitNegativePrompt.push(extension_settings.cfg.global.negative_prompt?.trim());
splitNegativePrompt.unshift(substituteParams(extension_settings.cfg.global.negative_prompt)?.trim());
}
// TODO: use a custom separator for join
const combinedNegatives = splitNegativePrompt.filter((e) => e.length > 0).join("\n");
// This line is a bit hacky with a JSON.stringify and JSON.parse. Fix this if possible.
const negativeSeparator = JSON.parse(chat_metadata[metadataKeys.negative_separator] || JSON.stringify("\n")) ?? "\n";
const combinedNegatives = splitNegativePrompt.filter((e) => e.length > 0).join(negativeSeparator);
const insertionDepth = chat_metadata[metadataKeys.negative_insertion_depth] ?? 1;
console.log(insertionDepth)
splitPrompt.splice(splitPrompt.length - insertionDepth, 0, combinedNegatives);
console.log(`Setting CFG with guidance scale: ${guidanceScale.value}, negatives: ${combinedNegatives}`);
@ -78,12 +80,3 @@ function getGuidanceScale(charaCfg) {
value: extension_settings.cfg.global.guidance_scale
};
}
export function getNegativePrompt(prompt) {
const splitPrompt = prompt.split("\n");
const insertionDepth = chat_metadata[metadataKeys.negative_insertion_depth] ?? 1;
splitPrompt.splice(splitPrompt.length - insertionDepth, 0, "Test negative list");
console.log(splitPrompt);
const negativePrompt = splitPrompt.join("\n");
//console.log(negativePrompt);
}

View File

@ -117,27 +117,39 @@
<div class="inline-drawer-icon fa-solid fa-circle-chevron-down down"></div>
</div>
<div class="inline-drawer-content">
<small>
<b>Combine negative prompts from other boxes.</b>
<br />
For example, ticking the chat, global, and character boxes combine all negative prompts into a comma-separated string.
</small>
<div class="flex-container flexFlowColumn">
<small>
<b>Combine negative prompts from other boxes.</b>
<br />
For example, ticking the chat, global, and character boxes combine all negative prompts into a comma-separated string.
</small>
</div>
<br />
<label for="cfg_negative_combine">
<span data-i18n="Scale">Always Include</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="0" />
<span data-i18n="Chat Negatives">Chat Negatives</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="1" />
<span data-i18n="Character Negatives">Character Negatives</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="2" />
<span data-i18n="Global Negatives">Global Negatives</span>
</label>
<div class="flex-container flexFlowColumn">
<label for="cfg_negative_combine">
<span data-i18n="Scale">Always Include</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="0" />
<span data-i18n="Chat Negatives">Chat Negatives</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="1" />
<span data-i18n="Character Negatives">Character Negatives</span>
</label>
<label class="checkbox_label">
<input type="checkbox" name="cfg_negative_combine" value="2" />
<span data-i18n="Global Negatives">Global Negatives</span>
</label>
</div>
<div class="flex-container flexFlowColumn">
<label>
Custom Separator: <input id="cfg_negative_separator" class="text_pole textarea_compact widthUnset" placeholder="&quot;\n&quot;" type="text" />
</label>
<label>
Insertion Depth: <input id="cfg_negative_insertion_depth" class="text_pole widthUnset" type="number" min="0" max="99" />
</label>
</div>
</div>
</div>
</div>

View File

@ -410,7 +410,7 @@ export function getNovelGenerationData(finalPrompt, this_settings, this_amount_g
: undefined;
const prefix = selectPrefix(nai_settings.prefix, finalPrompt);
const cfgSettings = getCfg();
const cfgSettings = getCfg(finalPrompt);
let logitBias = [];
if (tokenizerType !== tokenizers.NONE && Array.isArray(nai_settings.logit_bias) && nai_settings.logit_bias.length) {

View File

@ -235,7 +235,12 @@ async function generateTextGenWithStreaming(generate_data, signal) {
}
}
export function getTextGenGenerationData(finalPromt, this_amount_gen, isImpersonate, cfgValues) {
export function getTextGenGenerationData(finalPromt, this_amount_gen, isImpersonate) {
let cfgValues = {};
if (!isImpersonate) {
cfgValues = getCfg(finalPromt);
}
return {
'prompt': finalPromt,
'max_new_tokens': this_amount_gen,