public/scripts/logit-bias.js

import { saveSettingsDebounced } from '../script.js';
import { getTextTokens } from './tokenizers.js';
import { uuidv4 } from './utils.js';

export const BIAS_CACHE = new Map();

/**
 * Displays the logit bias list in the specified container.
 * @param {object} logitBias Logit bias object
 * @param {string} containerSelector Container element selector
 * @returns
 */
export function displayLogitBias(logitBias, containerSelector) {
    if (!Array.isArray(logitBias)) {
        console.log('Logit bias set not found');
        return;
    }

    $(containerSelector).find('.logit_bias_list').empty();

    for (const entry of logitBias) {
        if (entry) {
            createLogitBiasListItem(entry, logitBias, containerSelector);
        }
    }

    BIAS_CACHE.delete(containerSelector);
}

/**
 * Creates a new logit bias entry
 * @param {object[]} logitBias Array of logit bias objects
 * @param {string} containerSelector Container element ID
 */
export function createNewLogitBiasEntry(logitBias, containerSelector) {
    const entry = { id: uuidv4(), text: '', value: 0 };
    logitBias.push(entry);
    BIAS_CACHE.delete(containerSelector);
    createLogitBiasListItem(entry, logitBias, containerSelector);
    saveSettingsDebounced();
}

/**
 * Creates a logit bias list item.
 * @param {object} entry Logit bias entry
 * @param {object[]} logitBias Array of logit bias objects
 * @param {string} containerSelector Container element ID
 */
function createLogitBiasListItem(entry, logitBias, containerSelector) {
    const id = entry.id;
    const template = $('#logit_bias_template .logit_bias_form').clone();
    template.data('id', id);
    template.find('.logit_bias_text').val(entry.text).on('input', function () {
        entry.text = $(this).val();
        BIAS_CACHE.delete(containerSelector);
        saveSettingsDebounced();
    });
    template.find('.logit_bias_value').val(entry.value).on('input', function () {
        entry.value = Number($(this).val());
        BIAS_CACHE.delete(containerSelector);
        saveSettingsDebounced();
    });
    template.find('.logit_bias_remove').on('click', function () {
        $(this).closest('.logit_bias_form').remove();
        const index = logitBias.indexOf(entry);
        if (index > -1) {
            logitBias.splice(index, 1);
        }
        BIAS_CACHE.delete(containerSelector);
        saveSettingsDebounced();
    });
    $(containerSelector).find('.logit_bias_list').prepend(template);
}

/**
 * Populate logit bias list from preset.
 * @param {object[]} biasPreset Bias preset
 * @param {number} tokenizerType Tokenizer type (see tokenizers.js)
 * @param {(bias: number, sequence: number[]) => object} getBiasObject Transformer function to create bias object
 * @returns {object[]} Array of logit bias objects
 */
export function getLogitBiasListResult(biasPreset, tokenizerType, getBiasObject) {
    const result = [];

    for (const entry of biasPreset) {
        if (entry.text?.length > 0) {
            const text = entry.text.trim();

            // Skip empty lines
            if (text.length === 0) {
                continue;
            }

            // Verbatim text
            if (text.startsWith('{') && text.endsWith('}')) {
                const tokens = getTextTokens(tokenizerType, text.slice(1, -1));
                result.push(getBiasObject(entry.value, tokens));
            }


            // Raw token ids, JSON serialized
            else if (text.startsWith('[') && text.endsWith(']')) {
                try {
                    const tokens = JSON.parse(text);

                    if (Array.isArray(tokens) && tokens.every(t => Number.isInteger(t))) {
                        result.push(getBiasObject(entry.value, tokens));
                    } else {
                        throw new Error('Not an array of integers');
                    }
                } catch (err) {
                    console.log(`Failed to parse logit bias token list: ${text}`, err);
                }
            }


            // Text with a leading space
            else {
                const biasText = ` ${text}`;
                const tokens = getTextTokens(tokenizerType, biasText);
                result.push(getBiasObject(entry.value, tokens));
            }
        }
    }
    return result;
}