SillyTavern/public/scripts/textgen-settings.js

541 lines
18 KiB
JavaScript

import {
api_server_textgenerationwebui,
getRequestHeaders,
getStoppingStrings,
max_context,
online_status,
saveSettingsDebounced,
setGenerationParamsFromPreset,
setOnlineStatus,
} from "../script.js";
import {
power_user,
} from "./power-user.js";
import { getTextTokens, tokenizers } from "./tokenizers.js";
import { onlyUnique } from "./utils.js";
export {
textgenerationwebui_settings,
loadTextGenSettings,
generateTextGenWithStreaming,
formatTextGenURL,
}
export const textgen_types = {
OOBA: 'ooba',
MANCER: 'mancer',
APHRODITE: 'aphrodite',
};
// Maybe let it be configurable in the future?
export const MANCER_SERVER = 'https://neuro.mancer.tech';
const textgenerationwebui_settings = {
temp: 0.7,
temperature_last: true,
top_p: 0.5,
top_k: 40,
top_a: 0,
tfs: 1,
epsilon_cutoff: 0,
eta_cutoff: 0,
typical_p: 1,
min_p: 0,
rep_pen: 1.2,
rep_pen_range: 0,
no_repeat_ngram_size: 0,
penalty_alpha: 0,
num_beams: 1,
length_penalty: 1,
min_length: 0,
encoder_rep_pen: 1,
freq_pen: 0,
presence_pen: 0,
do_sample: true,
early_stopping: false,
seed: -1,
preset: 'Default',
add_bos_token: true,
stopping_strings: [],
truncation_length: 2048,
ban_eos_token: false,
skip_special_tokens: true,
streaming: false,
mirostat_mode: 0,
mirostat_tau: 5,
mirostat_eta: 0.1,
guidance_scale: 1,
negative_prompt: '',
grammar_string: '',
banned_tokens: '',
//n_aphrodite: 1,
//best_of_aphrodite: 1,
//ignore_eos_token_aphrodite: false,
//spaces_between_special_tokens_aphrodite: true,
//logits_processors_aphrodite: [],
//log_probs_aphrodite: 0,
//prompt_log_probs_aphrodite: 0,
type: textgen_types.OOBA,
mancer_model: 'mytholite',
legacy_api: false,
};
export let textgenerationwebui_banned_in_macros = [];
export let textgenerationwebui_presets = [];
export let textgenerationwebui_preset_names = [];
const setting_names = [
"temp",
"temperature_last",
"rep_pen",
"rep_pen_range",
"no_repeat_ngram_size",
"top_k",
"top_p",
"top_a",
"tfs",
"epsilon_cutoff",
"eta_cutoff",
"typical_p",
"min_p",
"penalty_alpha",
"num_beams",
"length_penalty",
"min_length",
"encoder_rep_pen",
"freq_pen",
"presence_pen",
"do_sample",
"early_stopping",
"seed",
"add_bos_token",
"ban_eos_token",
"skip_special_tokens",
"streaming",
"mirostat_mode",
"mirostat_tau",
"mirostat_eta",
"guidance_scale",
"negative_prompt",
"grammar_string",
"banned_tokens",
"legacy_api",
//'n_aphrodite',
//'best_of_aphrodite',
//'ignore_eos_token_aphrodite',
//'spaces_between_special_tokens_aphrodite',
//'logits_processors_aphrodite',
//'log_probs_aphrodite',
//'prompt_log_probs_aphrodite'
];
async function selectPreset(name) {
const preset = textgenerationwebui_presets[textgenerationwebui_preset_names.indexOf(name)];
if (!preset) {
return;
}
textgenerationwebui_settings.preset = name;
for (const name of setting_names) {
const value = preset[name];
setSettingByName(name, value, true);
}
setGenerationParamsFromPreset(preset);
saveSettingsDebounced();
}
function formatTextGenURL(value) {
try {
// Mancer doesn't need any formatting (it's hardcoded)
if (isMancer()) {
return value;
}
const url = new URL(value);
if (url.pathname === '/api' && !textgenerationwebui_settings.legacy_api) {
toastr.info(`Enable Legacy API or start Ooba with the OpenAI extension enabled.`, 'Legacy API URL detected. Generation may fail.', { preventDuplicates: true, timeOut: 10000, extendedTimeOut: 20000 });
url.pathname = '';
}
if (!power_user.relaxed_api_urls && textgenerationwebui_settings.legacy_api) {
url.pathname = '/api';
}
return url.toString();
} catch { } // Just using URL as a validation check
return null;
}
function convertPresets(presets) {
return Array.isArray(presets) ? presets.map((p) => JSON.parse(p)) : [];
}
/**
* @returns {string} String with comma-separated banned token IDs
*/
function getCustomTokenBans() {
if (!textgenerationwebui_settings.banned_tokens && !textgenerationwebui_banned_in_macros.length) {
return '';
}
const result = [];
const sequences = textgenerationwebui_settings.banned_tokens
.split('\n')
.concat(textgenerationwebui_banned_in_macros)
.filter(x => x.length > 0)
.filter(onlyUnique);
//debug
if (textgenerationwebui_banned_in_macros.length) {
console.log("=== Found banned word sequences in the macros:", textgenerationwebui_banned_in_macros, "Resulting array of banned sequences (will be used this generation turn):", sequences);
}
//clean old temporary bans found in macros before, for the next generation turn.
textgenerationwebui_banned_in_macros = [];
for (const line of sequences) {
// Raw token ids, JSON serialized
if (line.startsWith('[') && line.endsWith(']')) {
try {
const tokens = JSON.parse(line);
if (Array.isArray(tokens) && tokens.every(t => Number.isInteger(t))) {
result.push(...tokens);
} else {
throw new Error('Not an array of integers');
}
} catch (err) {
console.log(`Failed to parse bad word token list: ${line}`, err);
}
} else {
try {
const tokens = getTextTokens(tokenizers.LLAMA, line);
result.push(...tokens);
} catch {
console.log(`Could not tokenize raw text: ${line}`);
}
}
}
return result.filter(onlyUnique).map(x => String(x)).join(',');
}
function loadTextGenSettings(data, settings) {
textgenerationwebui_presets = convertPresets(data.textgenerationwebui_presets);
textgenerationwebui_preset_names = data.textgenerationwebui_preset_names ?? [];
Object.assign(textgenerationwebui_settings, settings.textgenerationwebui_settings ?? {});
if (settings.api_use_mancer_webui) {
textgenerationwebui_settings.type = textgen_types.MANCER;
}
for (const name of textgenerationwebui_preset_names) {
const option = document.createElement('option');
option.value = name;
option.innerText = name;
$('#settings_preset_textgenerationwebui').append(option);
}
if (textgenerationwebui_settings.preset) {
$('#settings_preset_textgenerationwebui').val(textgenerationwebui_settings.preset);
}
for (const i of setting_names) {
const value = textgenerationwebui_settings[i];
setSettingByName(i, value);
}
$('#textgen_type').val(textgenerationwebui_settings.type);
showTypeSpecificControls(textgenerationwebui_settings.type);
}
export function isMancer() {
return textgenerationwebui_settings.type === textgen_types.MANCER;
}
export function isAphrodite() {
return textgenerationwebui_settings.type === textgen_types.APHRODITE;
}
export function isOoba() {
return textgenerationwebui_settings.type === textgen_types.OOBA;
}
export function getTextGenUrlSourceId() {
switch (textgenerationwebui_settings.type) {
case textgen_types.OOBA:
return "#textgenerationwebui_api_url_text";
case textgen_types.APHRODITE:
return "#aphrodite_api_url_text";
}
}
jQuery(function () {
$('#textgen_type').on('change', function () {
const type = String($(this).val());
textgenerationwebui_settings.type = type;
/* if (type === 'aphrodite') {
$('[data-forAphro=False]').each(function () {
$(this).hide()
})
$('[data-forAphro=True]').each(function () {
$(this).show()
})
$('#mirostat_mode_textgenerationwebui').attr('step', 2) //Aphro disallows mode 1
$("#do_sample_textgenerationwebui").prop('checked', true) //Aphro should always do sample; 'otherwise set temp to 0 to mimic no sample'
$("#ban_eos_token_textgenerationwebui").prop('checked', false) //Aphro should not ban EOS, just ignore it; 'add token '2' to ban list do to this'
} else {
$('[data-forAphro=False]').each(function () {
$(this).show()
})
$('[data-forAphro=True]').each(function () {
$(this).hide()
})
$('#mirostat_mode_textgenerationwebui').attr('step', 1)
} */
showTypeSpecificControls(type);
setOnlineStatus('no_connection');
$('#main_api').trigger('change');
$('#api_button_textgenerationwebui').trigger('click');
saveSettingsDebounced();
});
$('#settings_preset_textgenerationwebui').on('change', function () {
const presetName = $(this).val();
selectPreset(presetName);
});
for (const i of setting_names) {
$(`#${i}_textgenerationwebui`).attr("x-setting-id", i);
$(document).on("input", `#${i}_textgenerationwebui`, function () {
const isCheckbox = $(this).attr('type') == 'checkbox';
const isText = $(this).attr('type') == 'text' || $(this).is('textarea');
const id = $(this).attr("x-setting-id");
if (isCheckbox) {
const value = $(this).prop('checked');
textgenerationwebui_settings[id] = value;
}
else if (isText) {
const value = $(this).val();
textgenerationwebui_settings[id] = value;
}
else {
const value = Number($(this).val());
$(`#${id}_counter_textgenerationwebui`).val(value);
textgenerationwebui_settings[id] = value;
}
saveSettingsDebounced();
});
}
})
function showTypeSpecificControls(type) {
$('[data-tg-type]').each(function () {
const tgType = $(this).attr('data-tg-type');
if (tgType == type) {
$(this).show();
} else {
$(this).hide();
}
});
}
function setSettingByName(i, value, trigger) {
if (value === null || value === undefined) {
return;
}
const isCheckbox = $(`#${i}_textgenerationwebui`).attr('type') == 'checkbox';
const isText = $(`#${i}_textgenerationwebui`).attr('type') == 'text' || $(`#${i}_textgenerationwebui`).is('textarea');
if (isCheckbox) {
const val = Boolean(value);
$(`#${i}_textgenerationwebui`).prop('checked', val);
}
else if (isText) {
$(`#${i}_textgenerationwebui`).val(value);
}
else {
const val = parseFloat(value);
$(`#${i}_textgenerationwebui`).val(val);
$(`#${i}_counter_textgenerationwebui`).val(val);
if (power_user.enableZenSliders) {
let zenSlider = $(`#${i}_textgenerationwebui_zenslider`).slider()
zenSlider.slider('option', 'value', val)
zenSlider.slider('option', 'slide')
.call(zenSlider, null, {
handle: $('.ui-slider-handle', zenSlider), value: val
});
}
}
if (trigger) {
$(`#${i}_textgenerationwebui`).trigger('input');
}
}
async function generateTextGenWithStreaming(generate_data, signal) {
generate_data.stream = true;
const response = await fetch('/api/textgenerationwebui/generate', {
headers: {
...getRequestHeaders(),
},
body: JSON.stringify(generate_data),
method: 'POST',
signal: signal,
});
return async function* streamData() {
const decoder = new TextDecoder();
const reader = response.body.getReader();
let getMessage = '';
let messageBuffer = "";
while (true) {
const { done, value } = await reader.read();
// We don't want carriage returns in our messages
let response = decoder.decode(value).replace(/\r/g, "");
tryParseStreamingError(response);
let eventList = [];
messageBuffer += response;
eventList = messageBuffer.split("\n\n");
// Last element will be an empty string or a leftover partial message
messageBuffer = eventList.pop();
for (let event of eventList) {
if (event.startsWith('event: completion')) {
event = event.split("\n")[1];
}
if (typeof event !== 'string' || !event.length)
continue;
if (!event.startsWith("data"))
continue;
if (event == "data: [DONE]") {
return;
}
let data = JSON.parse(event.substring(6));
// the first and last messages are undefined, protect against that
getMessage += data?.choices[0]?.text || '';
yield getMessage;
}
if (done) {
return;
}
}
}
}
/**
* Parses errors in streaming responses and displays them in toastr.
* @param {string} response - Response from the server.
* @returns {void} Nothing.
*/
function tryParseStreamingError(response) {
let data = {};
try {
data = JSON.parse(response);
} catch {
// No JSON. Do nothing.
}
const message = data?.error?.message || data?.message;
if (message) {
toastr.error(message, 'API Error');
throw new Error(message);
}
}
function toIntArray(string) {
if (!string) {
return [];
}
return string.split(',').map(x => parseInt(x)).filter(x => !isNaN(x));
}
function getModel() {
if (isMancer()) {
return textgenerationwebui_settings.mancer_model;
}
if (isAphrodite()) {
return online_status;
}
return undefined;
}
export function getTextGenGenerationData(finalPrompt, this_amount_gen, isImpersonate, cfgValues) {
return {
'prompt': finalPrompt,
'model': getModel(),
'max_new_tokens': this_amount_gen,
'max_tokens': this_amount_gen,
'do_sample': textgenerationwebui_settings.do_sample,
'temperature': textgenerationwebui_settings.temp,
'temperature_last': textgenerationwebui_settings.temperature_last,
'top_p': textgenerationwebui_settings.top_p,
'typical_p': textgenerationwebui_settings.typical_p,
'min_p': textgenerationwebui_settings.min_p,
'repetition_penalty': textgenerationwebui_settings.rep_pen,
'repetition_penalty_range': textgenerationwebui_settings.rep_pen_range,
'encoder_repetition_penalty': textgenerationwebui_settings.encoder_rep_pen,
'frequency_penalty': textgenerationwebui_settings.freq_pen,
'presence_penalty': textgenerationwebui_settings.presence_pen,
'top_k': textgenerationwebui_settings.top_k,
'min_length': textgenerationwebui_settings.min_length,
'min_tokens': textgenerationwebui_settings.min_length,
'no_repeat_ngram_size': textgenerationwebui_settings.no_repeat_ngram_size,
'num_beams': textgenerationwebui_settings.num_beams,
'penalty_alpha': textgenerationwebui_settings.penalty_alpha,
'length_penalty': textgenerationwebui_settings.length_penalty,
'early_stopping': textgenerationwebui_settings.early_stopping,
'guidance_scale': cfgValues?.guidanceScale?.value ?? textgenerationwebui_settings.guidance_scale ?? 1,
'negative_prompt': cfgValues?.negativePrompt ?? textgenerationwebui_settings.negative_prompt ?? '',
'seed': textgenerationwebui_settings.seed,
'add_bos_token': textgenerationwebui_settings.add_bos_token,
'stopping_strings': getStoppingStrings(isImpersonate),
'stop': getStoppingStrings(isImpersonate),
'truncation_length': max_context,
'ban_eos_token': textgenerationwebui_settings.ban_eos_token,
'skip_special_tokens': textgenerationwebui_settings.skip_special_tokens,
'top_a': textgenerationwebui_settings.top_a,
'tfs': textgenerationwebui_settings.tfs,
'epsilon_cutoff': textgenerationwebui_settings.epsilon_cutoff,
'eta_cutoff': textgenerationwebui_settings.eta_cutoff,
'mirostat_mode': textgenerationwebui_settings.mirostat_mode,
'mirostat_tau': textgenerationwebui_settings.mirostat_tau,
'mirostat_eta': textgenerationwebui_settings.mirostat_eta,
'grammar_string': textgenerationwebui_settings.grammar_string,
'custom_token_bans': isAphrodite() ? toIntArray(getCustomTokenBans()) : getCustomTokenBans(),
'use_mancer': isMancer(),
'use_aphrodite': isAphrodite(),
'use_ooba': isOoba(),
'api_server': isMancer() ? MANCER_SERVER : api_server_textgenerationwebui,
'legacy_api': textgenerationwebui_settings.legacy_api && !isMancer(),
//'n': textgenerationwebui_settings.n_aphrodite,
//'best_of': textgenerationwebui_settings.n_aphrodite, //n must always == best_of and vice versa
//'ignore_eos': textgenerationwebui_settings.ignore_eos_token_aphrodite,
//'spaces_between_special_tokens': textgenerationwebui_settings.spaces_between_special_tokens_aphrodite,
// 'logits_processors': textgenerationwebui_settings.logits_processors_aphrodite,
//'logprobs': textgenerationwebui_settings.log_probs_aphrodite,
//'prompt_logprobs': textgenerationwebui_settings.prompt_log_probs_aphrodite,
};
}