2023-07-20 19:32:15 +02:00
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import {
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getRequestHeaders,
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2023-08-02 21:35:05 +02:00
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getStoppingStrings,
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2023-08-16 03:52:29 +02:00
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getTextTokens,
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2023-08-16 20:43:38 +02:00
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max_context,
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2023-08-16 03:52:29 +02:00
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novelai_setting_names,
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2023-08-16 20:43:38 +02:00
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saveSettingsDebounced,
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setGenerationParamsFromPreset
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2023-07-20 19:32:15 +02:00
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} from "../script.js";
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2023-08-13 14:38:07 +02:00
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import { getCfg } from "./extensions/cfg/util.js";
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2023-08-16 20:43:38 +02:00
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import { MAX_CONTEXT_DEFAULT, tokenizers } from "./power-user.js";
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2023-08-17 12:05:22 +02:00
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import {
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2023-08-18 12:41:46 +02:00
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getSortableDelay,
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2023-08-17 12:05:22 +02:00
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getStringHash,
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2023-08-18 12:41:46 +02:00
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uuidv4,
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2023-08-17 07:14:04 +02:00
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} from "./utils.js";
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2023-07-20 19:32:15 +02:00
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export {
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nai_settings,
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loadNovelPreset,
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loadNovelSettings,
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getNovelTier,
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};
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2023-08-03 03:22:06 +02:00
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const default_preamble = "[ Style: chat, complex, sensory, visceral ]";
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const default_order = [1, 5, 0, 2, 3, 4];
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2023-08-15 03:40:43 +02:00
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const maximum_output_length = 150;
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2023-08-16 03:52:29 +02:00
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const default_presets = {
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"euterpe-v2": "Classic-Euterpe",
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"krake-v2": "Classic-Krake",
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"clio-v1": "Talker-Chat-Clio",
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"kayra-v1": "Carefree-Kayra"
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}
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2023-08-03 03:22:06 +02:00
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2023-07-20 19:32:15 +02:00
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const nai_settings = {
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2023-08-16 03:52:29 +02:00
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temperature: 1.5,
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repetition_penalty: 2.25,
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repetition_penalty_range: 2048,
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repetition_penalty_slope: 0.09,
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2023-07-23 01:09:03 +02:00
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repetition_penalty_frequency: 0,
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2023-08-16 03:52:29 +02:00
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repetition_penalty_presence: 0.005,
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tail_free_sampling: 0.975,
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top_k: 10,
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top_p: 0.75,
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top_a: 0.08,
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typical_p: 0.975,
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min_length: 1,
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model_novel: "clio-v1",
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preset_settings_novel: "Talker-Chat-Clio",
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streaming_novel: false,
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preamble: default_preamble,
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prefix: '',
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cfg_uc: '',
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banned_tokens: '',
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order: default_order,
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logit_bias: [],
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};
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const nai_tiers = {
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0: 'Paper',
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1: 'Tablet',
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2: 'Scroll',
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3: 'Opus',
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};
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2023-08-10 18:15:52 +02:00
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let novel_data = null;
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let badWordsCache = {};
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let biasCache = undefined;
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2023-08-10 18:15:52 +02:00
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export function setNovelData(data) {
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novel_data = data;
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}
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2023-08-12 13:21:05 +02:00
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export function getKayraMaxContextTokens() {
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switch (novel_data?.tier) {
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case 1:
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return 3072;
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case 2:
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return 6144;
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case 3:
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return 8192;
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}
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return null;
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}
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2023-07-20 19:32:15 +02:00
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function getNovelTier(tier) {
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return nai_tiers[tier] ?? 'no_connection';
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}
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function loadNovelPreset(preset) {
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if (preset.genamt === undefined) {
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const needsUnlock = preset.max_context > MAX_CONTEXT_DEFAULT;
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$("#amount_gen").val(preset.max_length).trigger('input');
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$('#max_context_unlocked').prop('checked', needsUnlock).trigger('change');
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$("#max_context").val(preset.max_context).trigger('input');
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}
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else {
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setGenerationParamsFromPreset(preset);
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2023-07-20 19:32:15 +02:00
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}
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2023-08-16 20:43:38 +02:00
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$("#rep_pen_size_novel").attr('max', max_context);
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2023-07-23 01:09:03 +02:00
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nai_settings.temperature = preset.temperature;
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nai_settings.repetition_penalty = preset.repetition_penalty;
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nai_settings.repetition_penalty_range = preset.repetition_penalty_range;
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nai_settings.repetition_penalty_slope = preset.repetition_penalty_slope;
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nai_settings.repetition_penalty_frequency = preset.repetition_penalty_frequency;
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nai_settings.repetition_penalty_presence = preset.repetition_penalty_presence;
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nai_settings.tail_free_sampling = preset.tail_free_sampling;
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nai_settings.top_k = preset.top_k;
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nai_settings.top_p = preset.top_p;
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nai_settings.top_a = preset.top_a;
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nai_settings.typical_p = preset.typical_p;
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nai_settings.min_length = preset.min_length;
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2023-07-29 01:23:10 +02:00
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nai_settings.cfg_scale = preset.cfg_scale;
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nai_settings.phrase_rep_pen = preset.phrase_rep_pen;
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2023-08-12 02:58:40 +02:00
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nai_settings.mirostat_lr = preset.mirostat_lr;
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nai_settings.mirostat_tau = preset.mirostat_tau;
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nai_settings.prefix = preset.prefix;
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nai_settings.cfg_uc = preset.cfg_uc || '';
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nai_settings.banned_tokens = preset.banned_tokens || '';
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nai_settings.order = preset.order || default_order;
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nai_settings.logit_bias = preset.logit_bias || [];
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2023-08-18 16:43:50 +02:00
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nai_settings.preamble = preset.preamble || default_preamble;
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2023-07-20 19:32:15 +02:00
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loadNovelSettingsUi(nai_settings);
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}
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function loadNovelSettings(settings) {
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//load the rest of the Novel settings without any checks
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nai_settings.model_novel = settings.model_novel;
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$(`#model_novel_select option[value=${nai_settings.model_novel}]`).attr("selected", true);
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$('#model_novel_select').val(nai_settings.model_novel);
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2023-08-18 16:43:50 +02:00
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if (settings.nai_preamble !== undefined) {
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nai_settings.preamble = settings.nai_preamble;
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delete settings.nai_preamble;
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}
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2023-07-23 01:09:03 +02:00
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nai_settings.preset_settings_novel = settings.preset_settings_novel;
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nai_settings.temperature = settings.temperature;
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nai_settings.repetition_penalty = settings.repetition_penalty;
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nai_settings.repetition_penalty_range = settings.repetition_penalty_range;
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nai_settings.repetition_penalty_slope = settings.repetition_penalty_slope;
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nai_settings.repetition_penalty_frequency = settings.repetition_penalty_frequency;
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nai_settings.repetition_penalty_presence = settings.repetition_penalty_presence;
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nai_settings.tail_free_sampling = settings.tail_free_sampling;
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nai_settings.top_k = settings.top_k;
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nai_settings.top_p = settings.top_p;
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nai_settings.top_a = settings.top_a;
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nai_settings.typical_p = settings.typical_p;
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nai_settings.min_length = settings.min_length;
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2023-07-29 01:23:10 +02:00
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nai_settings.phrase_rep_pen = settings.phrase_rep_pen;
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nai_settings.cfg_scale = settings.cfg_scale;
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2023-08-12 02:58:40 +02:00
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nai_settings.mirostat_lr = settings.mirostat_lr;
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nai_settings.mirostat_tau = settings.mirostat_tau;
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2023-07-20 19:32:15 +02:00
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nai_settings.streaming_novel = !!settings.streaming_novel;
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2023-08-15 03:40:43 +02:00
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nai_settings.preamble = settings.preamble || default_preamble;
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2023-08-12 20:26:51 +02:00
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nai_settings.prefix = settings.prefix;
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2023-08-13 14:38:07 +02:00
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nai_settings.cfg_uc = settings.cfg_uc || '';
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2023-08-15 14:51:14 +02:00
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nai_settings.banned_tokens = settings.banned_tokens || '';
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2023-08-16 19:34:47 +02:00
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nai_settings.order = settings.order || default_order;
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2023-08-17 12:05:22 +02:00
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nai_settings.logit_bias = settings.logit_bias || [];
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2023-07-20 19:32:15 +02:00
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loadNovelSettingsUi(nai_settings);
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}
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function loadNovelSettingsUi(ui_settings) {
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2023-07-23 01:09:03 +02:00
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$("#temp_novel").val(ui_settings.temperature);
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$("#temp_counter_novel").text(Number(ui_settings.temperature).toFixed(2));
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$("#rep_pen_novel").val(ui_settings.repetition_penalty);
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$("#rep_pen_counter_novel").text(Number(ui_settings.repetition_penalty).toFixed(2));
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$("#rep_pen_size_novel").val(ui_settings.repetition_penalty_range);
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2023-08-18 16:43:50 +02:00
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$("#rep_pen_size_novel").attr('max', max_context);
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2023-07-23 01:09:03 +02:00
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$("#rep_pen_size_counter_novel").text(Number(ui_settings.repetition_penalty_range).toFixed(0));
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$("#rep_pen_slope_novel").val(ui_settings.repetition_penalty_slope);
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$("#rep_pen_slope_counter_novel").text(Number(`${ui_settings.repetition_penalty_slope}`).toFixed(2));
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$("#rep_pen_freq_novel").val(ui_settings.repetition_penalty_frequency);
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$("#rep_pen_freq_counter_novel").text(Number(ui_settings.repetition_penalty_frequency).toFixed(5));
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$("#rep_pen_presence_novel").val(ui_settings.repetition_penalty_presence);
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$("#rep_pen_presence_counter_novel").text(Number(ui_settings.repetition_penalty_presence).toFixed(3));
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$("#tail_free_sampling_novel").val(ui_settings.tail_free_sampling);
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$("#tail_free_sampling_counter_novel").text(Number(ui_settings.tail_free_sampling).toFixed(3));
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$("#top_k_novel").val(ui_settings.top_k);
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$("#top_k_counter_novel").text(Number(ui_settings.top_k).toFixed(0));
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$("#top_p_novel").val(ui_settings.top_p);
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$("#top_p_counter_novel").text(Number(ui_settings.top_p).toFixed(2));
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$("#top_a_novel").val(ui_settings.top_a);
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$("#top_a_counter_novel").text(Number(ui_settings.top_a).toFixed(2));
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$("#typical_p_novel").val(ui_settings.typical_p);
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$("#typical_p_counter_novel").text(Number(ui_settings.typical_p).toFixed(2));
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2023-07-29 01:23:10 +02:00
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$("#cfg_scale_novel").val(ui_settings.cfg_scale);
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$("#cfg_scale_counter_novel").text(Number(ui_settings.cfg_scale).toFixed(2));
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2023-08-15 03:40:43 +02:00
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$("#phrase_rep_pen_novel").val(ui_settings.phrase_rep_pen || "off");
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2023-08-12 02:58:40 +02:00
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$("#mirostat_lr_novel").val(ui_settings.mirostat_lr);
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$("#mirostat_lr_counter_novel").text(Number(ui_settings.mirostat_lr).toFixed(2));
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$("#mirostat_tau_novel").val(ui_settings.mirostat_tau);
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$("#mirostat_tau_counter_novel").text(Number(ui_settings.mirostat_tau).toFixed(2));
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2023-07-23 01:09:03 +02:00
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$("#min_length_novel").val(ui_settings.min_length);
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$("#min_length_counter_novel").text(Number(ui_settings.min_length).toFixed(0));
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2023-08-18 16:43:50 +02:00
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$('#nai_preamble_textarea').val(ui_settings.preamble);
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2023-08-15 03:40:43 +02:00
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$('#nai_prefix').val(ui_settings.prefix || "vanilla");
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2023-08-13 14:38:07 +02:00
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$('#nai_cfg_uc').val(ui_settings.cfg_uc || "");
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2023-08-15 14:51:14 +02:00
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$('#nai_banned_tokens').val(ui_settings.banned_tokens || "");
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2023-07-23 01:09:03 +02:00
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2023-07-20 19:32:15 +02:00
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$("#streaming_novel").prop('checked', ui_settings.streaming_novel);
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2023-08-16 19:34:47 +02:00
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sortItemsByOrder(ui_settings.order);
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2023-08-17 12:05:22 +02:00
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displayLogitBias(ui_settings.logit_bias);
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2023-07-20 19:32:15 +02:00
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}
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const sliders = [
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{
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sliderId: "#temp_novel",
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counterId: "#temp_counter_novel",
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format: (val) => Number(val).toFixed(2),
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.temperature = Number(val).toFixed(2); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#rep_pen_novel",
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counterId: "#rep_pen_counter_novel",
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format: (val) => Number(val).toFixed(2),
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.repetition_penalty = Number(val).toFixed(2); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#rep_pen_size_novel",
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counterId: "#rep_pen_size_counter_novel",
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format: (val) => `${val}`,
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.repetition_penalty_range = Number(val).toFixed(0); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#rep_pen_slope_novel",
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counterId: "#rep_pen_slope_counter_novel",
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format: (val) => `${val}`,
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.repetition_penalty_slope = Number(val).toFixed(2); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#rep_pen_freq_novel",
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counterId: "#rep_pen_freq_counter_novel",
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format: (val) => `${val}`,
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.repetition_penalty_frequency = Number(val).toFixed(5); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#rep_pen_presence_novel",
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counterId: "#rep_pen_presence_counter_novel",
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format: (val) => `${val}`,
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.repetition_penalty_presence = Number(val).toFixed(3); },
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2023-07-20 19:32:15 +02:00
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},
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{
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sliderId: "#tail_free_sampling_novel",
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counterId: "#tail_free_sampling_counter_novel",
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format: (val) => `${val}`,
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2023-07-23 01:09:03 +02:00
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setValue: (val) => { nai_settings.tail_free_sampling = Number(val).toFixed(3); },
|
|
|
|
},
|
|
|
|
{
|
|
|
|
sliderId: "#top_k_novel",
|
|
|
|
counterId: "#top_k_counter_novel",
|
|
|
|
format: (val) => `${val}`,
|
|
|
|
setValue: (val) => { nai_settings.top_k = Number(val).toFixed(0); },
|
|
|
|
},
|
|
|
|
{
|
|
|
|
sliderId: "#top_p_novel",
|
|
|
|
counterId: "#top_p_counter_novel",
|
|
|
|
format: (val) => Number(val).toFixed(2),
|
|
|
|
setValue: (val) => { nai_settings.top_p = Number(val).toFixed(2); },
|
|
|
|
},
|
|
|
|
{
|
|
|
|
sliderId: "#top_a_novel",
|
|
|
|
counterId: "#top_a_counter_novel",
|
|
|
|
format: (val) => Number(val).toFixed(2),
|
|
|
|
setValue: (val) => { nai_settings.top_a = Number(val).toFixed(2); },
|
|
|
|
},
|
|
|
|
{
|
|
|
|
sliderId: "#typical_p_novel",
|
|
|
|
counterId: "#typical_p_counter_novel",
|
|
|
|
format: (val) => Number(val).toFixed(2),
|
|
|
|
setValue: (val) => { nai_settings.typical_p = Number(val).toFixed(2); },
|
|
|
|
},
|
2023-08-12 02:58:40 +02:00
|
|
|
{
|
|
|
|
sliderId: "#mirostat_tau_novel",
|
|
|
|
counterId: "#mirostat_tau_counter_novel",
|
|
|
|
format: (val) => Number(val).toFixed(2),
|
|
|
|
setValue: (val) => { nai_settings.mirostat_tau = Number(val).toFixed(2); },
|
|
|
|
},
|
|
|
|
{
|
|
|
|
sliderId: "#mirostat_lr_novel",
|
|
|
|
counterId: "#mirostat_lr_counter_novel",
|
|
|
|
format: (val) => Number(val).toFixed(2),
|
|
|
|
setValue: (val) => { nai_settings.mirostat_lr = Number(val).toFixed(2); },
|
|
|
|
},
|
2023-07-29 01:23:10 +02:00
|
|
|
{
|
|
|
|
sliderId: "#cfg_scale_novel",
|
|
|
|
counterId: "#cfg_scale_counter_novel",
|
|
|
|
format: (val) => `${val}`,
|
|
|
|
setValue: (val) => { nai_settings.cfg_scale = Number(val).toFixed(2); },
|
|
|
|
},
|
2023-07-23 01:09:03 +02:00
|
|
|
{
|
|
|
|
sliderId: "#min_length_novel",
|
|
|
|
counterId: "#min_length_counter_novel",
|
|
|
|
format: (val) => `${val}`,
|
|
|
|
setValue: (val) => { nai_settings.min_length = Number(val).toFixed(0); },
|
2023-07-20 19:32:15 +02:00
|
|
|
},
|
2023-08-13 14:38:07 +02:00
|
|
|
{
|
|
|
|
sliderId: "#nai_cfg_uc",
|
|
|
|
counterId: "#nai_cfg_uc_counter",
|
|
|
|
format: (val) => val,
|
|
|
|
setValue: (val) => { nai_settings.cfg_uc = val; },
|
|
|
|
},
|
2023-08-15 14:51:14 +02:00
|
|
|
{
|
|
|
|
sliderId: "#nai_banned_tokens",
|
|
|
|
counterId: "#nai_banned_tokens_counter",
|
|
|
|
format: (val) => val,
|
|
|
|
setValue: (val) => { nai_settings.banned_tokens = val; },
|
|
|
|
}
|
2023-07-20 19:32:15 +02:00
|
|
|
];
|
|
|
|
|
2023-08-15 14:51:14 +02:00
|
|
|
function getBadWordIds(banned_tokens, tokenizerType) {
|
|
|
|
if (tokenizerType === tokenizers.NONE) {
|
|
|
|
return [];
|
|
|
|
}
|
|
|
|
|
|
|
|
const cacheKey = `${getStringHash(banned_tokens)}-${tokenizerType}`;
|
|
|
|
|
|
|
|
if (cacheKey in badWordsCache && Array.isArray(badWordsCache[cacheKey])) {
|
|
|
|
console.debug(`Bad words ids cache hit for "${banned_tokens}"`, badWordsCache[cacheKey]);
|
|
|
|
return badWordsCache[cacheKey];
|
|
|
|
}
|
|
|
|
|
|
|
|
const result = [];
|
|
|
|
const sequence = banned_tokens.split('\n');
|
|
|
|
|
|
|
|
for (let token of sequence) {
|
|
|
|
const trimmed = token.trim();
|
|
|
|
|
|
|
|
// Skip empty lines
|
|
|
|
if (trimmed.length === 0) {
|
|
|
|
continue;
|
|
|
|
}
|
|
|
|
|
|
|
|
// Verbatim text
|
|
|
|
if (trimmed.startsWith('{') && trimmed.endsWith('}')) {
|
|
|
|
const tokens = getTextTokens(tokenizerType, trimmed.slice(1, -1));
|
|
|
|
result.push(tokens);
|
|
|
|
}
|
|
|
|
|
|
|
|
// Raw token ids, JSON serialized
|
|
|
|
else if (trimmed.startsWith('[') && trimmed.endsWith(']')) {
|
|
|
|
try {
|
|
|
|
const tokens = JSON.parse(trimmed);
|
|
|
|
|
|
|
|
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: ${trimmed}`, err);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// Apply permutations
|
|
|
|
else {
|
|
|
|
const permutations = getBadWordPermutations(trimmed).map(t => getTextTokens(tokenizerType, t));
|
|
|
|
result.push(...permutations);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
// Cache the result
|
|
|
|
console.debug(`Bad words ids for "${banned_tokens}"`, result);
|
|
|
|
badWordsCache[cacheKey] = result;
|
|
|
|
|
|
|
|
return result;
|
|
|
|
}
|
|
|
|
|
|
|
|
function getBadWordPermutations(text) {
|
|
|
|
const result = [];
|
|
|
|
|
|
|
|
// Original text
|
|
|
|
result.push(text);
|
|
|
|
// Original text + leading space
|
|
|
|
result.push(` ${text}`);
|
|
|
|
// First letter capitalized
|
|
|
|
result.push(text[0].toUpperCase() + text.slice(1));
|
|
|
|
// Ditto + leading space
|
|
|
|
result.push(` ${text[0].toUpperCase() + text.slice(1)}`);
|
|
|
|
// First letter lower cased
|
|
|
|
result.push(text[0].toLowerCase() + text.slice(1));
|
|
|
|
// Ditto + leading space
|
|
|
|
result.push(` ${text[0].toLowerCase() + text.slice(1)}`);
|
|
|
|
// Original all upper cased
|
|
|
|
result.push(text.toUpperCase());
|
|
|
|
// Ditto + leading space
|
|
|
|
result.push(` ${text.toUpperCase()}`);
|
|
|
|
// Original all lower cased
|
|
|
|
result.push(text.toLowerCase());
|
|
|
|
// Ditto + leading space
|
|
|
|
result.push(` ${text.toLowerCase()}`);
|
|
|
|
|
|
|
|
return result;
|
|
|
|
}
|
|
|
|
|
2023-08-17 12:05:22 +02:00
|
|
|
export function getNovelGenerationData(finalPrompt, this_settings, this_amount_gen, isImpersonate) {
|
2023-08-02 21:35:05 +02:00
|
|
|
const clio = nai_settings.model_novel.includes('clio');
|
|
|
|
const kayra = nai_settings.model_novel.includes('kayra');
|
|
|
|
|
|
|
|
const tokenizerType = kayra ? tokenizers.NERD2 : (clio ? tokenizers.NERD : tokenizers.NONE);
|
|
|
|
const stopSequences = (tokenizerType !== tokenizers.NONE)
|
|
|
|
? getStoppingStrings(isImpersonate, false)
|
|
|
|
.map(t => getTextTokens(tokenizerType, t))
|
|
|
|
: undefined;
|
|
|
|
|
2023-08-15 14:51:14 +02:00
|
|
|
const badWordIds = (tokenizerType !== tokenizers.NONE)
|
|
|
|
? getBadWordIds(nai_settings.banned_tokens, tokenizerType)
|
|
|
|
: undefined;
|
|
|
|
|
2023-08-15 03:40:43 +02:00
|
|
|
const prefix = selectPrefix(nai_settings.prefix, finalPrompt);
|
2023-08-13 14:38:07 +02:00
|
|
|
const cfgSettings = getCfg();
|
2023-08-03 08:07:17 +02:00
|
|
|
|
2023-08-17 07:14:04 +02:00
|
|
|
let logitBias = [];
|
2023-08-17 12:05:22 +02:00
|
|
|
if (tokenizerType !== tokenizers.NONE && Array.isArray(nai_settings.logit_bias) && nai_settings.logit_bias.length) {
|
|
|
|
logitBias = biasCache || calculateLogitBias();
|
2023-08-17 07:14:04 +02:00
|
|
|
biasCache = logitBias;
|
|
|
|
}
|
|
|
|
|
2023-07-20 19:32:15 +02:00
|
|
|
return {
|
2023-08-12 20:26:51 +02:00
|
|
|
"input": finalPrompt,
|
2023-07-20 19:32:15 +02:00
|
|
|
"model": nai_settings.model_novel,
|
|
|
|
"use_string": true,
|
2023-07-23 01:09:03 +02:00
|
|
|
"temperature": parseFloat(nai_settings.temperature),
|
2023-08-15 03:40:43 +02:00
|
|
|
"max_length": this_amount_gen < maximum_output_length ? this_amount_gen : maximum_output_length,
|
2023-07-23 01:09:03 +02:00
|
|
|
"min_length": parseInt(nai_settings.min_length),
|
|
|
|
"tail_free_sampling": parseFloat(nai_settings.tail_free_sampling),
|
|
|
|
"repetition_penalty": parseFloat(nai_settings.repetition_penalty),
|
|
|
|
"repetition_penalty_range": parseInt(nai_settings.repetition_penalty_range),
|
|
|
|
"repetition_penalty_slope": parseFloat(nai_settings.repetition_penalty_slope),
|
|
|
|
"repetition_penalty_frequency": parseFloat(nai_settings.repetition_penalty_frequency),
|
|
|
|
"repetition_penalty_presence": parseFloat(nai_settings.repetition_penalty_presence),
|
|
|
|
"top_a": parseFloat(nai_settings.top_a),
|
|
|
|
"top_p": parseFloat(nai_settings.top_p),
|
|
|
|
"top_k": parseInt(nai_settings.top_k),
|
|
|
|
"typical_p": parseFloat(nai_settings.typical_p),
|
2023-08-12 02:58:40 +02:00
|
|
|
"mirostat_lr": parseFloat(nai_settings.mirostat_lr),
|
|
|
|
"mirostat_tau": parseFloat(nai_settings.mirostat_tau),
|
2023-08-13 14:38:07 +02:00
|
|
|
"cfg_scale": cfgSettings?.guidanceScale ?? parseFloat(nai_settings.cfg_scale),
|
2023-08-17 12:05:22 +02:00
|
|
|
"cfg_uc": cfgSettings?.negativePrompt ?? nai_settings.cfg_uc ?? "",
|
2023-07-29 01:23:10 +02:00
|
|
|
"phrase_rep_pen": nai_settings.phrase_rep_pen,
|
2023-08-02 21:35:05 +02:00
|
|
|
"stop_sequences": stopSequences,
|
2023-08-15 14:51:14 +02:00
|
|
|
"bad_words_ids": badWordIds,
|
2023-08-17 07:14:04 +02:00
|
|
|
"logit_bias_exp": logitBias,
|
2023-07-20 19:32:15 +02:00
|
|
|
"generate_until_sentence": true,
|
|
|
|
"use_cache": false,
|
|
|
|
"use_string": true,
|
|
|
|
"return_full_text": false,
|
2023-08-12 20:26:51 +02:00
|
|
|
"prefix": prefix,
|
2023-08-16 19:34:47 +02:00
|
|
|
"order": nai_settings.order || this_settings.order || default_order,
|
2023-07-20 19:32:15 +02:00
|
|
|
};
|
|
|
|
}
|
|
|
|
|
2023-08-15 03:40:43 +02:00
|
|
|
// Check if the prefix needs to be overriden to use instruct mode
|
|
|
|
function selectPrefix(selected_prefix, finalPromt) {
|
2023-08-12 20:26:51 +02:00
|
|
|
let useInstruct = false;
|
|
|
|
const clio = nai_settings.model_novel.includes('clio');
|
|
|
|
const kayra = nai_settings.model_novel.includes('kayra');
|
|
|
|
const isNewModel = clio || kayra;
|
|
|
|
|
|
|
|
if (isNewModel) {
|
|
|
|
// NovelAI claims they scan backwards 1000 characters (not tokens!) to look for instruct brackets. That's really short.
|
|
|
|
const tail = finalPromt.slice(-1500);
|
|
|
|
useInstruct = tail.includes("}");
|
2023-08-15 03:40:43 +02:00
|
|
|
return useInstruct ? "special_instruct" : selected_prefix;
|
2023-08-12 20:26:51 +02:00
|
|
|
}
|
|
|
|
|
2023-08-15 03:40:43 +02:00
|
|
|
return "vanilla";
|
2023-08-12 20:26:51 +02:00
|
|
|
}
|
|
|
|
|
2023-08-16 19:34:47 +02:00
|
|
|
// Sort the samplers by the order array
|
|
|
|
function sortItemsByOrder(orderArray) {
|
|
|
|
console.debug('Preset samplers order: ' + orderArray);
|
|
|
|
const $draggableItems = $("#novel_order");
|
|
|
|
|
|
|
|
// Sort the items by the order array
|
|
|
|
for (let i = 0; i < orderArray.length; i++) {
|
|
|
|
const index = orderArray[i];
|
|
|
|
const $item = $draggableItems.find(`[data-id="${index}"]`).detach();
|
|
|
|
$draggableItems.append($item);
|
|
|
|
}
|
|
|
|
|
|
|
|
// Update the disabled class for each sampler
|
|
|
|
$draggableItems.children().each(function () {
|
|
|
|
const isEnabled = orderArray.includes(parseInt($(this).data('id')));
|
|
|
|
$(this).toggleClass('disabled', !isEnabled);
|
|
|
|
|
|
|
|
// If the sampler is disabled, move it to the bottom of the list
|
|
|
|
if (!isEnabled) {
|
|
|
|
const item = $(this).detach();
|
|
|
|
$draggableItems.append(item);
|
|
|
|
}
|
|
|
|
});
|
|
|
|
}
|
|
|
|
|
|
|
|
function saveSamplingOrder() {
|
|
|
|
const order = [];
|
|
|
|
$('#novel_order').children().each(function () {
|
|
|
|
const isEnabled = !$(this).hasClass('disabled');
|
|
|
|
if (isEnabled) {
|
|
|
|
order.push($(this).data('id'));
|
|
|
|
}
|
|
|
|
});
|
|
|
|
nai_settings.order = order;
|
|
|
|
console.log('Samplers reordered:', nai_settings.order);
|
|
|
|
saveSettingsDebounced();
|
|
|
|
}
|
|
|
|
|
2023-08-17 12:05:22 +02:00
|
|
|
function displayLogitBias(logit_bias) {
|
|
|
|
if (!Array.isArray(logit_bias)) {
|
|
|
|
console.log('Logit bias set not found');
|
2023-08-17 07:14:04 +02:00
|
|
|
return;
|
|
|
|
}
|
|
|
|
|
|
|
|
$('.novelai_logit_bias_list').empty();
|
|
|
|
|
2023-08-17 12:05:22 +02:00
|
|
|
for (const entry of logit_bias) {
|
2023-08-17 07:14:04 +02:00
|
|
|
if (entry) {
|
|
|
|
createLogitBiasListItem(entry);
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
biasCache = undefined;
|
|
|
|
}
|
|
|
|
|
|
|
|
function createNewLogitBiasEntry() {
|
2023-08-17 12:05:22 +02:00
|
|
|
const entry = { id: uuidv4(), text: '', value: 0 };
|
|
|
|
nai_settings.logit_bias.push(entry);
|
2023-08-17 07:14:04 +02:00
|
|
|
biasCache = undefined;
|
|
|
|
createLogitBiasListItem(entry);
|
|
|
|
saveSettingsDebounced();
|
|
|
|
}
|
|
|
|
|
|
|
|
function createLogitBiasListItem(entry) {
|
2023-08-17 12:05:22 +02:00
|
|
|
const id = entry.id;
|
2023-08-17 07:14:04 +02:00
|
|
|
const template = $('#novelai_logit_bias_template .novelai_logit_bias_form').clone();
|
|
|
|
template.data('id', id);
|
|
|
|
template.find('.novelai_logit_bias_text').val(entry.text).on('input', function () {
|
2023-08-17 12:05:22 +02:00
|
|
|
entry.text = $(this).val();
|
2023-08-17 07:14:04 +02:00
|
|
|
biasCache = undefined;
|
|
|
|
saveSettingsDebounced();
|
|
|
|
});
|
|
|
|
template.find('.novelai_logit_bias_value').val(entry.value).on('input', function () {
|
2023-08-17 12:05:22 +02:00
|
|
|
entry.value = Number($(this).val());
|
2023-08-17 07:14:04 +02:00
|
|
|
biasCache = undefined;
|
|
|
|
saveSettingsDebounced();
|
|
|
|
});
|
|
|
|
template.find('.novelai_logit_bias_remove').on('click', function () {
|
|
|
|
$(this).closest('.novelai_logit_bias_form').remove();
|
2023-08-17 12:05:22 +02:00
|
|
|
const index = nai_settings.logit_bias.indexOf(entry);
|
|
|
|
if (index > -1) {
|
|
|
|
nai_settings.logit_bias.splice(index, 1);
|
|
|
|
}
|
2023-08-17 07:14:04 +02:00
|
|
|
biasCache = undefined;
|
|
|
|
saveSettingsDebounced();
|
|
|
|
});
|
|
|
|
$('.novelai_logit_bias_list').prepend(template);
|
|
|
|
}
|
|
|
|
|
2023-08-17 12:05:22 +02:00
|
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function calculateLogitBias() {
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const bias_preset = nai_settings.logit_bias;
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2023-08-17 07:14:04 +02:00
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2023-08-17 12:05:22 +02:00
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if (!Array.isArray(bias_preset) || bias_preset.length === 0) {
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return [];
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2023-08-17 07:14:04 +02:00
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}
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const clio = nai_settings.model_novel.includes('clio');
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const kayra = nai_settings.model_novel.includes('kayra');
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const tokenizerType = kayra ? tokenizers.NERD2 : (clio ? tokenizers.NERD : tokenizers.NONE);
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2023-08-17 12:05:22 +02:00
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return bias_preset.filter(b => b.text?.length > 0).map(bias => ({
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bias: bias.value,
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ensure_sequence_finish: false,
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generate_once: false,
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sequence: getTextTokens(tokenizerType, bias.text)
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}));
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2023-08-17 07:14:04 +02:00
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}
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2023-08-17 16:40:38 +02:00
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/**
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* Transforms instruction into compatible format for Novel AI.
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* 1. Instruction must begin and end with curly braces followed and preceded by a space.
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* 2. Instruction must not contain square brackets as it serves different purpose in NAI.
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* @param {string} prompt Original instruction prompt
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* @returns Processed prompt
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*/
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export function adjustNovelInstructionPrompt(prompt) {
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const stripedPrompt = prompt.replace(/[\[\]]/g, '').trim();
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return `{ ${stripedPrompt} }`;
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}
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2023-07-20 19:32:15 +02:00
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export async function generateNovelWithStreaming(generate_data, signal) {
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2023-08-18 11:56:20 +02:00
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generate_data.streaming = nai_settings.streaming_novel;
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2023-07-20 19:32:15 +02:00
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const response = await fetch('/generate_novelai', {
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headers: getRequestHeaders(),
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body: JSON.stringify(generate_data),
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method: 'POST',
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signal: signal,
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});
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return async function* streamData() {
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const decoder = new TextDecoder();
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const reader = response.body.getReader();
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let getMessage = '';
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let messageBuffer = "";
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while (true) {
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const { done, value } = await reader.read();
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let response = decoder.decode(value);
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let eventList = [];
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// ReadableStream's buffer is not guaranteed to contain full SSE messages as they arrive in chunks
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// We need to buffer chunks until we have one or more full messages (separated by double newlines)
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messageBuffer += response;
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eventList = messageBuffer.split("\n\n");
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// Last element will be an empty string or a leftover partial message
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messageBuffer = eventList.pop();
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for (let event of eventList) {
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for (let subEvent of event.split('\n')) {
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if (subEvent.startsWith("data")) {
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let data = JSON.parse(subEvent.substring(5));
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getMessage += (data?.token || '');
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yield getMessage;
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}
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}
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}
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if (done) {
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return;
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}
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}
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}
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}
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2023-08-03 03:22:06 +02:00
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$("#nai_preamble_textarea").on('input', function () {
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2023-08-04 03:22:46 +02:00
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nai_settings.preamble = $('#nai_preamble_textarea').val();
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2023-08-03 03:22:06 +02:00
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saveSettingsDebounced();
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});
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$("#nai_preamble_restore").on('click', function () {
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2023-08-04 03:22:46 +02:00
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nai_settings.preamble = default_preamble;
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$('#nai_preamble_textarea').val(nai_settings.preamble);
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2023-08-03 03:22:06 +02:00
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saveSettingsDebounced();
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});
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2023-08-18 12:41:46 +02:00
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jQuery(function () {
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2023-07-20 19:32:15 +02:00
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sliders.forEach(slider => {
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$(document).on("input", slider.sliderId, function () {
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const value = $(this).val();
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const formattedValue = slider.format(value);
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slider.setValue(value);
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2023-07-23 01:09:03 +02:00
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$(slider.counterId).text(formattedValue);
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2023-07-20 19:32:15 +02:00
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saveSettingsDebounced();
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});
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});
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$('#streaming_novel').on('input', function () {
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const value = !!$(this).prop('checked');
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nai_settings.streaming_novel = value;
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saveSettingsDebounced();
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});
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$("#model_novel_select").change(function () {
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nai_settings.model_novel = $("#model_novel_select").find(":selected").val();
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saveSettingsDebounced();
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2023-08-16 03:52:29 +02:00
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// Update the selected preset to something appropriate
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const default_preset = default_presets[nai_settings.model_novel];
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$(`#settings_perset_novel`).val(novelai_setting_names[default_preset]);
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$(`#settings_perset_novel option[value=${novelai_setting_names[default_preset]}]`).attr("selected", "true")
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$(`#settings_perset_novel`).trigger("change");
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2023-07-20 19:32:15 +02:00
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});
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2023-08-12 20:26:51 +02:00
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$("#nai_prefix").on('change', function () {
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nai_settings.prefix = $("#nai_prefix").find(":selected").val();
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saveSettingsDebounced();
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});
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2023-08-14 18:00:36 +02:00
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2023-08-14 18:40:31 +02:00
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$("#phrase_rep_pen_novel").on('change', function () {
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2023-08-15 03:40:43 +02:00
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nai_settings.phrase_rep_pen = $("#phrase_rep_pen_novel").find(":selected").val();
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2023-08-14 18:00:36 +02:00
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saveSettingsDebounced();
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});
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2023-08-16 19:34:47 +02:00
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|
$('#novel_order').sortable({
|
2023-08-18 12:41:46 +02:00
|
|
|
delay: getSortableDelay(),
|
2023-08-16 19:34:47 +02:00
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|
|
stop: saveSamplingOrder,
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});
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|
$('#novel_order .toggle_button').on('click', function () {
|
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|
const $item = $(this).closest('[data-id]');
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const isEnabled = !$item.hasClass('disabled');
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|
$item.toggleClass('disabled', isEnabled);
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|
console.log('Sampler toggled:', $item.data('id'), !isEnabled);
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|
saveSamplingOrder();
|
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|
});
|
2023-08-17 07:14:04 +02:00
|
|
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|
|
$("#novelai_logit_bias_new_entry").on("click", createNewLogitBiasEntry);
|
2023-07-20 19:32:15 +02:00
|
|
|
});
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