import { isMobile } from './RossAscends-mods.js'; import { amount_gen, callPopup, eventSource, event_types, getRequestHeaders, max_context, online_status, setGenerationParamsFromPreset } from '../script.js'; import { textgenerationwebui_settings as textgen_settings, textgen_types } from './textgen-settings.js'; import { tokenizers } from './tokenizers.js'; import { renderTemplateAsync } from './templates.js'; import { POPUP_TYPE, callGenericPopup } from './popup.js'; let mancerModels = []; let togetherModels = []; let infermaticAIModels = []; let dreamGenModels = []; let vllmModels = []; let aphroditeModels = []; let featherlessModels = []; let tabbyModels = []; export let openRouterModels = []; /** * List of OpenRouter providers. * @type {string[]} */ const OPENROUTER_PROVIDERS = [ 'OpenAI', 'Anthropic', 'HuggingFace', 'Google', 'Mancer', 'Mancer 2', 'Together', 'DeepInfra', 'Azure', 'Modal', 'AnyScale', 'Replicate', 'Perplexity', 'Recursal', 'Fireworks', 'Mistral', 'Groq', 'Cohere', 'Lepton', 'OctoAI', 'Novita', 'Lynn', 'Lynn 2', 'DeepSeek', 'Infermatic', ]; export async function loadOllamaModels(data) { if (!Array.isArray(data)) { console.error('Invalid Ollama models data', data); return; } if (!data.find(x => x.id === textgen_settings.ollama_model)) { textgen_settings.ollama_model = data[0]?.id || ''; } $('#ollama_model').empty(); for (const model of data) { const option = document.createElement('option'); option.value = model.id; option.text = model.name; option.selected = model.id === textgen_settings.ollama_model; $('#ollama_model').append(option); } } export async function loadTabbyModels(data) { if (!Array.isArray(data)) { console.error('Invalid Tabby models data', data); return; } tabbyModels = data; tabbyModels.sort((a, b) => a.id.localeCompare(b.id)); tabbyModels.unshift({ id: '' }); if (!tabbyModels.find(x => x.id === textgen_settings.tabby_model)) { textgen_settings.tabby_model = tabbyModels[0]?.id || ''; } $('#tabby_model').empty(); for (const model of tabbyModels) { const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.tabby_model; $('#tabby_model').append(option); } } export async function loadTogetherAIModels(data) { if (!Array.isArray(data)) { console.error('Invalid Together AI models data', data); return; } data.sort((a, b) => a.name.localeCompare(b.name)); togetherModels = data; if (!data.find(x => x.name === textgen_settings.togetherai_model)) { textgen_settings.togetherai_model = data[0]?.name || ''; } $('#model_togetherai_select').empty(); for (const model of data) { // Hey buddy, I think you've got the wrong door. if (model.display_type === 'image') { continue; } const option = document.createElement('option'); option.value = model.name; option.text = model.display_name; option.selected = model.name === textgen_settings.togetherai_model; $('#model_togetherai_select').append(option); } } export async function loadInfermaticAIModels(data) { if (!Array.isArray(data)) { console.error('Invalid Infermatic AI models data', data); return; } data.sort((a, b) => a.id.localeCompare(b.id)); infermaticAIModels = data; if (!data.find(x => x.id === textgen_settings.infermaticai_model)) { textgen_settings.infermaticai_model = data[0]?.id || ''; } $('#model_infermaticai_select').empty(); for (const model of data) { if (model.display_type === 'image') { continue; } const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.infermaticai_model; $('#model_infermaticai_select').append(option); } } export async function loadDreamGenModels(data) { if (!Array.isArray(data)) { console.error('Invalid DreamGen models data', data); return; } dreamGenModels = data; if (!data.find(x => x.id === textgen_settings.dreamgen_model)) { textgen_settings.dreamgen_model = data[0]?.id || ''; } $('#model_dreamgen_select').empty(); for (const model of data) { if (model.display_type === 'image') { continue; } const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.dreamgen_model; $('#model_dreamgen_select').append(option); } } export async function loadMancerModels(data) { if (!Array.isArray(data)) { console.error('Invalid Mancer models data', data); return; } data.sort((a, b) => a.name.localeCompare(b.name)); mancerModels = data; if (!data.find(x => x.id === textgen_settings.mancer_model)) { textgen_settings.mancer_model = data[0]?.id || ''; } $('#mancer_model').empty(); for (const model of data) { const option = document.createElement('option'); option.value = model.id; option.text = model.name; option.selected = model.id === textgen_settings.mancer_model; $('#mancer_model').append(option); } } export async function loadOpenRouterModels(data) { if (!Array.isArray(data)) { console.error('Invalid OpenRouter models data', data); return; } data.sort((a, b) => a.name.localeCompare(b.name)); openRouterModels = data; if (!data.find(x => x.id === textgen_settings.openrouter_model)) { textgen_settings.openrouter_model = data[0]?.id || ''; } $('#openrouter_model').empty(); for (const model of data) { const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.openrouter_model; $('#openrouter_model').append(option); } // Calculate the cost of the selected model + update on settings change calculateOpenRouterCost(); } export async function loadVllmModels(data) { if (!Array.isArray(data)) { console.error('Invalid vLLM models data', data); return; } vllmModels = data; if (!data.find(x => x.id === textgen_settings.vllm_model)) { textgen_settings.vllm_model = data[0]?.id || ''; } $('#vllm_model').empty(); for (const model of data) { const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.vllm_model; $('#vllm_model').append(option); } } export async function loadAphroditeModels(data) { if (!Array.isArray(data)) { console.error('Invalid Aphrodite models data', data); return; } aphroditeModels = data; if (!data.find(x => x.id === textgen_settings.aphrodite_model)) { textgen_settings.aphrodite_model = data[0]?.id || ''; } $('#aphrodite_model').empty(); for (const model of data) { const option = document.createElement('option'); option.value = model.id; option.text = model.id; option.selected = model.id === textgen_settings.aphrodite_model; $('#aphrodite_model').append(option); } } export async function loadFeatherlessModels(data) { const searchBar = document.getElementById('model_search_bar'); const modelCardBlock = document.getElementById('model_card_block'); const paginationContainer = $('#model_pagination_container'); const sortOrderSelect = document.getElementById('model_sort_order'); const classSelect = document.getElementById('class_selection'); const storageKey = 'Models_PerPage'; // Store the original models data for search and filtering let originalModels = []; if (!Array.isArray(data)) { console.error('Invalid Featherless models data', data); return; } // Sort the data by model id (default A-Z) data.sort((a, b) => a.id.localeCompare(b.id)); originalModels = data; // Store the original data for search // Populate class select options with unique classes populateClassSelection(data); // Retrieve the stored number of items per page or default to 5 const perPage = Number(localStorage.getItem(storageKey)) || 5; // Initialize pagination with the full set of models setupPagination(originalModels, perPage); // Function to set up pagination (also used for filtered results) function setupPagination(models, perPage) { paginationContainer.pagination({ dataSource: models, pageSize: perPage, sizeChangerOptions: [5, 10, 25, 50, 100, 250, 500, 1000], pageRange: 1, pageNumber: 1, showPageNumbers: true, showSizeChanger: true, prevText: '<', nextText: '>', formatNavigator: function (currentPage, totalPage) { return 'Page ' + currentPage + ' of ' + totalPage; }, showNavigator: true, callback: function (modelsOnPage) { // Clear the model card block before adding new cards modelCardBlock.innerHTML = ''; // Loop through the models for the current page and create cards modelsOnPage.forEach(model => { const card = document.createElement('div'); card.classList.add('model-card'); const modelNameContainer = document.createElement('div'); modelNameContainer.classList.add('model-name-container'); const modelTitle = document.createElement('div'); modelTitle.classList.add('model-title'); modelTitle.textContent = model.id; modelNameContainer.appendChild(modelTitle); const detailsContainer = document.createElement('div'); detailsContainer.classList.add('details-container'); const modelClassDiv = document.createElement('div'); modelClassDiv.classList.add('model-class'); modelClassDiv.textContent = `Class: ${model.model_class || 'N/A'}`; const contextLengthDiv = document.createElement('div'); contextLengthDiv.classList.add('model-context-length'); contextLengthDiv.textContent = `Context Length: ${model.context_length}`; detailsContainer.appendChild(modelClassDiv); detailsContainer.appendChild(contextLengthDiv); card.appendChild(modelNameContainer); card.appendChild(detailsContainer); // Append the card to the container modelCardBlock.appendChild(card); // Check if this card is the currently selected model if (model.id === selectedModelId) { card.classList.add('selected'); // Keep the selected class if it's the same model } // Add click event listener to the card card.addEventListener('click', function() { // Remove the selected class from all other cards document.querySelectorAll('.model-card').forEach(c => c.classList.remove('selected')); // Add the selected class to the clicked card card.classList.add('selected'); // Call the onFeatherlessModelSelect function with the selected model ID onFeatherlessModelSelect(model.id); }); }); }, afterSizeSelectorChange: function (e) { const newPerPage = e.target.value; localStorage.setItem('Models_PerPage', newPerPage); // Save the new value in localStorage setupPagination(models, Number(newPerPage)); // Reinitialize pagination with the new per page value }, }); } // Add event listener for input on the search bar searchBar.addEventListener('input', function() { applyFiltersAndSort(); }); // Add event listener for the sort order select sortOrderSelect.addEventListener('change', function() { applyFiltersAndSort(); }); // Add event listener for the class select classSelect.addEventListener('change', function() { applyFiltersAndSort(); }); // Function to populate class selection dropdown function populateClassSelection(models) { const uniqueClasses = [...new Set(models.map(model => model.model_class).filter(Boolean))]; // Get unique class names uniqueClasses.forEach(className => { const option = document.createElement('option'); option.value = className; option.textContent = className; classSelect.appendChild(option); }); } // Function to apply sorting and filtering based on user input function applyFiltersAndSort() { const searchQuery = searchBar.value.toLowerCase(); const selectedSortOrder = sortOrderSelect.value; const selectedClass = classSelect.value; // Filter the models based on the search query and selected class let filteredModels = originalModels.filter(model => { const matchesSearch = model.id.toLowerCase().includes(searchQuery); const matchesClass = selectedClass ? model.model_class === selectedClass : true; return matchesSearch && matchesClass; }); // Sort the filtered models based on selected sort order (A-Z or Z-A) if (selectedSortOrder === 'asc') { filteredModels.sort((a, b) => a.id.localeCompare(b.id)); } else if (selectedSortOrder === 'desc') { filteredModels.sort((a, b) => b.id.localeCompare(a.id)); } // Reinitialize pagination with the filtered and sorted models setupPagination(filteredModels, Number(localStorage.getItem(storageKey)) || perPage); } } let selectedModelId = null; function onFeatherlessModelSelect(modelId) { // Find the selected model and set the settings const model = featherlessModels.find(x => x.id === modelId); textgen_settings.featherless_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); setGenerationParamsFromPreset({ max_length: model.context_length }); selectedModelId = modelId; // Store the selected model ID } function onMancerModelSelect() { const modelId = String($('#mancer_model').val()); textgen_settings.mancer_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); const limits = mancerModels.find(x => x.id === modelId)?.limits; setGenerationParamsFromPreset({ max_length: limits.context }); } function onTogetherModelSelect() { const modelName = String($('#model_togetherai_select').val()); textgen_settings.togetherai_model = modelName; $('#api_button_textgenerationwebui').trigger('click'); const model = togetherModels.find(x => x.name === modelName); setGenerationParamsFromPreset({ max_length: model.context_length }); } function onInfermaticAIModelSelect() { const modelName = String($('#model_infermaticai_select').val()); textgen_settings.infermaticai_model = modelName; $('#api_button_textgenerationwebui').trigger('click'); const model = infermaticAIModels.find(x => x.id === modelName); setGenerationParamsFromPreset({ max_length: model.context_length }); } function onDreamGenModelSelect() { const modelName = String($('#model_dreamgen_select').val()); textgen_settings.dreamgen_model = modelName; $('#api_button_textgenerationwebui').trigger('click'); // TODO(DreamGen): Consider retuning max_tokens from API and setting it here. } function onOllamaModelSelect() { const modelId = String($('#ollama_model').val()); textgen_settings.ollama_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); } function onTabbyModelSelect() { const modelId = String($('#tabby_model').val()); textgen_settings.tabby_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); } function onOpenRouterModelSelect() { const modelId = String($('#openrouter_model').val()); textgen_settings.openrouter_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); const model = openRouterModels.find(x => x.id === modelId); setGenerationParamsFromPreset({ max_length: model.context_length }); } function onVllmModelSelect() { const modelId = String($('#vllm_model').val()); textgen_settings.vllm_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); } function onAphroditeModelSelect() { const modelId = String($('#aphrodite_model').val()); textgen_settings.aphrodite_model = modelId; $('#api_button_textgenerationwebui').trigger('click'); } function getMancerModelTemplate(option) { const model = mancerModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } const creditsPerPrompt = (model.limits?.context - model.limits?.completion) * model.pricing?.prompt; const creditsPerCompletion = model.limits?.completion * model.pricing?.completion; const creditsTotal = Math.round(creditsPerPrompt + creditsPerCompletion).toFixed(0); return $((`
${DOMPurify.sanitize(model.name)} | ${model.limits?.context} ctx / ${model.limits?.completion} res | Credits per request (max): ${creditsTotal}
`)); } function getTogetherModelTemplate(option) { const model = togetherModels.find(x => x.name === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.name)} | ${model.context_length || '???'} tokens
${DOMPurify.sanitize(model.description)}
`)); } function getInfermaticAIModelTemplate(option) { const model = infermaticAIModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.id)}
`)); } function getDreamGenModelTemplate(option) { const model = dreamGenModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.id)}
`)); } function getOpenRouterModelTemplate(option) { const model = openRouterModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } let tokens_dollar = Number(1 / (1000 * model.pricing?.prompt)); let tokens_rounded = (Math.round(tokens_dollar * 1000) / 1000).toFixed(0); const price = 0 === Number(model.pricing?.prompt) ? 'Free' : `${tokens_rounded}k t/$ `; return $((`
${DOMPurify.sanitize(model.name)} | ${model.context_length} ctx | ${price}
`)); } function getVllmModelTemplate(option) { const model = vllmModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.id)}
`)); } function getAphroditeModelTemplate(option) { const model = aphroditeModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.id)}
`)); } function getFeatherlessModelTemplate(option) { const model = featherlessModels.find(x => x.id === option?.element?.value); if (!option.id || !model) { return option.text; } return $((`
${DOMPurify.sanitize(model.name)} | ${model.context_length || '???'} tokens
`)); } async function downloadOllamaModel() { try { const serverUrl = textgen_settings.server_urls[textgen_types.OLLAMA]; if (!serverUrl) { toastr.info('Please connect to an Ollama server first.'); return; } const html = `Enter a model tag, for example llama2:latest.
See Library for available models.`; const name = await callPopup(html, 'input', '', { okButton: 'Download' }); if (!name) { return; } toastr.info('Download may take a while, please wait...', 'Working on it'); const response = await fetch('/api/backends/text-completions/ollama/download', { method: 'POST', headers: getRequestHeaders(), body: JSON.stringify({ name: name, api_server: serverUrl, }), }); if (!response.ok) { throw new Error(response.statusText); } // Force refresh the model list toastr.success('Download complete. Please select the model from the dropdown.'); $('#api_button_textgenerationwebui').trigger('click'); } catch (err) { console.error(err); toastr.error('Failed to download Ollama model. Please try again.'); } } async function downloadTabbyModel() { try { const serverUrl = textgen_settings.server_urls[textgen_types.TABBY]; if (online_status === 'no_connection' || !serverUrl) { toastr.info('Please connect to a TabbyAPI server first.'); return; } const downloadHtml = $(await renderTemplateAsync('tabbyDownloader')); const popupResult = await callGenericPopup(downloadHtml, POPUP_TYPE.CONFIRM, '', { okButton: 'Download', cancelButton: 'Cancel' }); // User cancelled the download if (!popupResult) { return; } const repoId = downloadHtml.find('input[name="hf_repo_id"]').val().toString(); if (!repoId) { toastr.error('A HuggingFace repo ID must be provided. Skipping Download.'); return; } if (repoId.split('/').length !== 2) { toastr.error('A HuggingFace repo ID must be formatted as Author/Name. Please try again.'); return; } const params = { repo_id: repoId, folder_name: downloadHtml.find('input[name="folder_name"]').val() || undefined, revision: downloadHtml.find('input[name="revision"]').val() || undefined, token: downloadHtml.find('input[name="hf_token"]').val() || undefined, }; for (const suffix of ['include', 'exclude']) { const patterns = downloadHtml.find(`textarea[name="tabby_download_${suffix}"]`).val().toString(); if (patterns) { params[suffix] = patterns.split('\n'); } } // Params for the server side of ST params['api_server'] = serverUrl; params['api_type'] = textgen_settings.type; toastr.info('Downloading. Check the Tabby console for progress reports.'); const response = await fetch('/api/backends/text-completions/tabby/download', { method: 'POST', headers: getRequestHeaders(), body: JSON.stringify(params), }); if (response.status === 403) { toastr.error('The provided key has invalid permissions. Please use an admin key for downloading.'); return; } else if (!response.ok) { throw new Error(response.statusText); } toastr.success('Download complete.'); } catch (err) { console.error(err); toastr.error('Failed to download HuggingFace model in TabbyAPI. Please try again.'); } } function calculateOpenRouterCost() { if (textgen_settings.type !== textgen_types.OPENROUTER) { return; } let cost = 'Unknown'; const model = openRouterModels.find(x => x.id === textgen_settings.openrouter_model); if (model?.pricing) { const completionCost = Number(model.pricing.completion); const promptCost = Number(model.pricing.prompt); const completionTokens = amount_gen; const promptTokens = (max_context - completionTokens); const totalCost = (completionCost * completionTokens) + (promptCost * promptTokens); if (!isNaN(totalCost)) { cost = '$' + totalCost.toFixed(3); } } $('#or_prompt_cost').text(cost); // Schedule an update when settings change eventSource.removeListener(event_types.SETTINGS_UPDATED, calculateOpenRouterCost); eventSource.once(event_types.SETTINGS_UPDATED, calculateOpenRouterCost); } export function getCurrentOpenRouterModelTokenizer() { const modelId = textgen_settings.openrouter_model; const model = openRouterModels.find(x => x.id === modelId); if (modelId?.includes('jamba')) { return tokenizers.JAMBA; } switch (model?.architecture?.tokenizer) { case 'Llama2': return tokenizers.LLAMA; case 'Llama3': return tokenizers.LLAMA3; case 'Yi': return tokenizers.YI; case 'Mistral': return tokenizers.MISTRAL; case 'Gemini': return tokenizers.GEMMA; case 'Claude': return tokenizers.CLAUDE; case 'Cohere': return tokenizers.COMMAND_R; case 'Qwen': return tokenizers.QWEN2; default: return tokenizers.OPENAI; } } export function getCurrentDreamGenModelTokenizer() { const modelId = textgen_settings.dreamgen_model; const model = dreamGenModels.find(x => x.id === modelId); if (model.id.startsWith('opus-v1-sm')) { return tokenizers.MISTRAL; } else if (model.id.startsWith('opus-v1-lg')) { return tokenizers.YI; } else if (model.id.startsWith('opus-v1-xl')) { return tokenizers.LLAMA; } else { return tokenizers.MISTRAL; } } export function initTextGenModels() { $('#mancer_model').on('change', onMancerModelSelect); $('#model_togetherai_select').on('change', onTogetherModelSelect); $('#model_infermaticai_select').on('change', onInfermaticAIModelSelect); $('#model_dreamgen_select').on('change', onDreamGenModelSelect); $('#ollama_model').on('change', onOllamaModelSelect); $('#openrouter_model').on('change', onOpenRouterModelSelect); $('#ollama_download_model').on('click', downloadOllamaModel); $('#vllm_model').on('change', onVllmModelSelect); $('#aphrodite_model').on('change', onAphroditeModelSelect); $('#featherless_model').on('change', onFeatherlessModelSelect); $('#tabby_download_model').on('click', downloadTabbyModel); $('#tabby_model').on('change', onTabbyModelSelect); const providersSelect = $('.openrouter_providers'); for (const provider of OPENROUTER_PROVIDERS) { providersSelect.append($('