297 lines
12 KiB
JavaScript
297 lines
12 KiB
JavaScript
import {
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getRequestHeaders,
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saveSettingsDebounced,
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} from "../script.js";
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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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const nai_settings = {
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temperature: 0.5,
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repetition_penalty: 1,
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repetition_penalty_range: 100,
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repetition_penalty_slope: 0,
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repetition_penalty_frequency: 0,
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repetition_penalty_presence: 0,
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tail_free_sampling: 0.68,
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top_k: 0,
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top_p: 1,
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top_a: 1,
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typical_p: 1,
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min_length: 0,
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model_novel: "euterpe-v2",
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preset_settings_novel: "Classic-Euterpe",
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streaming_novel: false,
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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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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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$("#amount_gen").val(preset.max_length);
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$("#amount_gen_counter").text(`${preset.max_length}`);
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if (((preset.max_context > 2048) && (!$("#max_context_unlocked")[0].checked)) ||
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((preset.max_context <= 2048) && ($("#max_context_unlocked")[0].checked))) {
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$("#max_context_unlocked").click();
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}
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$("#max_context").val(preset.max_context);
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$("#max_context_counter").text(`${preset.max_context}`);
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$("#rep_pen_size_novel").attr('max', preset.max_context);
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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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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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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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nai_settings.streaming_novel = !!settings.streaming_novel;
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loadNovelSettingsUi(nai_settings);
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// reload the preset to migrate any new settings
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for (const key of Object.keys(nai_settings)) {
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if (typeof nai_settings[key] === 'number' && Number.isNaN(nai_settings[key])) {
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$("#settings_perset_novel").trigger("change");
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}
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}
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}
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function loadNovelSettingsUi(ui_settings) {
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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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$("#rep_pen_size_novel").val(ui_settings.repetition_penalty_range);
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$("#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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$("#typical_p_counter_novel").text(Number(ui_settings.typical_p).toFixed(2));
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$("#min_length_novel").val(ui_settings.min_length);
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$("#min_length_counter_novel").text(Number(ui_settings.min_length).toFixed(0));
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$("#streaming_novel").prop('checked', ui_settings.streaming_novel);
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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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setValue: (val) => { nai_settings.temperature = Number(val).toFixed(2); },
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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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setValue: (val) => { nai_settings.repetition_penalty = Number(val).toFixed(2); },
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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) => `${val}`,
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setValue: (val) => { nai_settings.repetition_penalty_range = Number(val).toFixed(0); },
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},
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{
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sliderId: "#rep_pen_slope_novel",
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counterId: "#rep_pen_slope_counter_novel",
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format: (val) => `${val}`,
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setValue: (val) => { nai_settings.repetition_penalty_slope = Number(val).toFixed(2); },
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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) => `${val}`,
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setValue: (val) => { nai_settings.repetition_penalty_frequency = Number(val).toFixed(5); },
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},
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{
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sliderId: "#rep_pen_presence_novel",
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counterId: "#rep_pen_presence_counter_novel",
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format: (val) => `${val}`,
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setValue: (val) => { nai_settings.repetition_penalty_presence = Number(val).toFixed(3); },
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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) => `${val}`,
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setValue: (val) => { nai_settings.tail_free_sampling = Number(val).toFixed(3); },
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},
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{
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sliderId: "#top_k_novel",
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counterId: "#top_k_counter_novel",
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format: (val) => `${val}`,
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setValue: (val) => { nai_settings.top_k = Number(val).toFixed(0); },
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},
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{
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sliderId: "#top_p_novel",
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counterId: "#top_p_counter_novel",
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format: (val) => Number(val).toFixed(2),
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setValue: (val) => { nai_settings.top_p = Number(val).toFixed(2); },
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},
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{
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sliderId: "#top_a_novel",
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counterId: "#top_a_counter_novel",
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format: (val) => Number(val).toFixed(2),
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setValue: (val) => { nai_settings.top_a = Number(val).toFixed(2); },
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},
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{
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sliderId: "#typical_p_novel",
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counterId: "#typical_p_counter_novel",
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format: (val) => Number(val).toFixed(2),
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setValue: (val) => { nai_settings.typical_p = Number(val).toFixed(2); },
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},
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{
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sliderId: "#min_length_novel",
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counterId: "#min_length_counter_novel",
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format: (val) => `${val}`,
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setValue: (val) => { nai_settings.min_length = Number(val).toFixed(0); },
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},
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];
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export function getNovelGenerationData(finalPromt, this_settings, this_amount_gen) {
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return {
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"input": finalPromt,
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"model": nai_settings.model_novel,
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"use_string": true,
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"temperature": parseFloat(nai_settings.temperature),
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"max_length": this_amount_gen, // this_settings.max_length, // <= why?
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"min_length": parseInt(nai_settings.min_length),
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"tail_free_sampling": parseFloat(nai_settings.tail_free_sampling),
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"repetition_penalty": parseFloat(nai_settings.repetition_penalty),
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"repetition_penalty_range": parseInt(nai_settings.repetition_penalty_range),
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"repetition_penalty_slope": parseFloat(nai_settings.repetition_penalty_slope),
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"repetition_penalty_frequency": parseFloat(nai_settings.repetition_penalty_frequency),
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"repetition_penalty_presence": parseFloat(nai_settings.repetition_penalty_presence),
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"top_a": parseFloat(nai_settings.top_a),
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"top_p": parseFloat(nai_settings.top_p),
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"top_k": parseInt(nai_settings.top_k),
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"typical_p": parseFloat(nai_settings.typical_p),
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//"stop_sequences": {{187}},
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//bad_words_ids = {{50256}, {0}, {1}};
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"generate_until_sentence": true,
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"use_cache": false,
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"use_string": true,
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"return_full_text": false,
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"prefix": "vanilla",
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"order": this_settings.order,
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"streaming": nai_settings.streaming_novel,
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};
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}
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export async function generateNovelWithStreaming(generate_data, signal) {
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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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$(document).ready(function () {
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sliders.forEach(slider => {
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$(document).on("input", slider.sliderId, function () {
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const value = $(this).val();
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const formattedValue = slider.format(value);
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slider.setValue(value);
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$(slider.counterId).text(formattedValue);
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console.log('saving');
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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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});
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});
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