| <!DOCTYPE html> |
| <html lang="en"> |
|
|
| <head> |
| <meta charset="UTF-8"> |
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> |
| <title>NanoChat WebGPU</title> |
| <link rel="icon" |
| href="data:image/svg+xml,<svg xmlns=%22http://www.w3.org/2000/svg%22 viewBox=%220 0 100 100%22><text y=%22.9em%22 font-size=%2290%22>⚡</text></svg>"> |
| <style> |
| :root { |
| color-scheme: light; |
| } |
| |
| * { |
| box-sizing: border-box; |
| } |
| |
| body { |
| font-family: ui-sans-serif, -apple-system, system-ui, "Segoe UI", Helvetica, "Apple Color Emoji", Arial, sans-serif, "Segoe UI Emoji", "Segoe UI Symbol"; |
| background-color: #ffffff; |
| color: #111827; |
| min-height: 100vh; |
| margin: 0; |
| display: flex; |
| flex-direction: column; |
| max-height: 100vh; |
| } |
| |
| |
| .loader-overlay { |
| position: fixed; |
| inset: 0; |
| background-color: rgba(255, 255, 255, 0.8); |
| backdrop-filter: blur(8px); |
| display: flex; |
| flex-direction: column; |
| align-items: center; |
| justify-content: center; |
| z-index: 1000; |
| color: #374151; |
| } |
| |
| .loader { |
| border: 5px solid #f3f3f3; |
| border-top: 5px solid #3498db; |
| border-radius: 50%; |
| width: 50px; |
| height: 50px; |
| animation: spin 1s linear infinite; |
| } |
| |
| #loader-text { |
| margin: 1rem 0 0.5rem 0; |
| font-weight: 500; |
| } |
| |
| @keyframes spin { |
| 0% { |
| transform: rotate(0deg); |
| } |
| |
| 100% { |
| transform: rotate(360deg); |
| } |
| } |
| |
| .header { |
| background-color: #ffffff; |
| padding: 1.25rem 1.5rem; |
| } |
| |
| .header-left { |
| display: flex; |
| align-items: center; |
| gap: 0.75rem; |
| } |
| |
| .header-logo { |
| height: 32px; |
| width: auto; |
| } |
| |
| .header h1 { |
| font-size: 1.25rem; |
| font-weight: 600; |
| margin: 0; |
| color: #111827; |
| } |
| |
| .new-conversation-btn { |
| width: 32px; |
| height: 32px; |
| padding: 0; |
| border: 1px solid #e5e7eb; |
| border-radius: 0.5rem; |
| background-color: #ffffff; |
| color: #6b7280; |
| cursor: pointer; |
| display: flex; |
| align-items: center; |
| justify-content: center; |
| transition: all 0.2s ease; |
| } |
| |
| .new-conversation-btn:hover { |
| background-color: #f3f4f6; |
| border-color: #d1d5db; |
| color: #374151; |
| } |
| |
| .chat-container { |
| flex: 1; |
| overflow-y: auto; |
| background-color: #ffffff; |
| } |
| |
| .chat-wrapper { |
| max-width: 48rem; |
| margin: 0 auto; |
| padding: 2rem 1.5rem 3rem; |
| display: flex; |
| flex-direction: column; |
| gap: 0.75rem; |
| } |
| |
| .message { |
| display: flex; |
| justify-content: flex-start; |
| margin-bottom: 0.5rem; |
| color: #0d0d0d; |
| } |
| |
| .message.assistant { |
| justify-content: flex-start; |
| } |
| |
| .message.user { |
| justify-content: flex-end; |
| } |
| |
| .message-content { |
| white-space: pre-wrap; |
| line-height: 1.6; |
| max-width: 100%; |
| } |
| |
| .message.assistant .message-content { |
| background: transparent; |
| border: none; |
| padding: 0.25rem 0; |
| cursor: pointer; |
| border-radius: 0.5rem; |
| padding: 0.5rem; |
| margin-left: -0.5rem; |
| transition: background-color 0.2s ease; |
| } |
| |
| .message.assistant .message-content:hover { |
| background-color: #f9fafb; |
| } |
| |
| .message.user .message-content { |
| background-color: #f3f4f6; |
| border-radius: 1.25rem; |
| padding: 0.8rem 1rem; |
| max-width: 65%; |
| cursor: pointer; |
| transition: background-color 0.2s ease; |
| } |
| |
| .message.user .message-content:hover { |
| background-color: #e5e7eb; |
| } |
| |
| .message.console .message-content { |
| font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', 'Consolas', 'Courier New', monospace; |
| font-size: 0.875rem; |
| background-color: #fafafa; |
| padding: 0.75rem 1rem; |
| color: #374151; |
| max-width: 80%; |
| } |
| |
| .input-container { |
| background-color: #ffffff; |
| padding: 1rem; |
| } |
| |
| .input-wrapper { |
| max-width: 48rem; |
| margin: 0 auto; |
| display: flex; |
| gap: 0.75rem; |
| align-items: flex-end; |
| } |
| |
| .chat-input { |
| flex: 1; |
| padding: 0.8rem 1rem; |
| border: 1px solid #d1d5db; |
| border-radius: 0.75rem; |
| background-color: #ffffff; |
| color: #111827; |
| font-size: 1rem; |
| line-height: 1.5; |
| resize: none; |
| outline: none; |
| min-height: 54px; |
| max-height: 200px; |
| transition: border-color 0.2s ease, box-shadow 0.2s ease; |
| } |
| |
| .chat-input::placeholder { |
| color: #9ca3af; |
| } |
| |
| .chat-input:focus { |
| border-color: #2563eb; |
| box-shadow: 0 0 0 3px rgba(37, 99, 235, 0.1); |
| } |
| |
| .send-button { |
| flex-shrink: 0; |
| padding: 0; |
| width: 54px; |
| height: 54px; |
| border: 1px solid #111827; |
| border-radius: 0.75rem; |
| background-color: #111827; |
| color: #ffffff; |
| display: flex; |
| align-items: center; |
| justify-content: center; |
| cursor: pointer; |
| transition: background-color 0.2s ease, border-color 0.2s ease, color 0.2s ease; |
| } |
| |
| .send-button:hover:not(:disabled) { |
| background-color: #2563eb; |
| border-color: #2563eb; |
| } |
| |
| .send-button:disabled { |
| cursor: not-allowed; |
| border-color: #d1d5db; |
| background-color: #e5e7eb; |
| color: #9ca3af; |
| } |
| |
| .error-message { |
| background-color: #fee2e2; |
| border: 1px solid #fecaca; |
| color: #b91c1c; |
| padding: 0.75rem 1rem; |
| border-radius: 0.75rem; |
| margin-top: 0.5rem; |
| } |
| |
| .progress { |
| font-family: 'Monaco', 'Menlo', 'Ubuntu Mono', 'Consolas', 'Courier New', monospace; |
| text-align: center; |
| } |
| </style> |
| </head> |
|
|
| <body> |
| <div id="loader" class="loader-overlay"> |
| <div class="loader"></div> |
| <p id="loader-text">Loading model...</p> |
| <span class="progress">(0.00%)</span> |
| </div> |
|
|
| <div class="header"> |
| <div class="header-left"> |
| <button id="newConversationBtn" class="new-conversation-btn" title="New Conversation (Ctrl+Shift+N)"> |
| <svg width="18" height="18" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" |
| stroke-linecap="round" stroke-linejoin="round"> |
| <path d="M12 5v14"></path> |
| <path d="M5 12h14"></path> |
| </svg> |
| </button> |
| <h1>nanochat webgpu</h1> |
| </div> |
| </div> |
|
|
| <div class="chat-container" id="chatContainer"> |
| <div class="chat-wrapper" id="chatWrapper"> |
| </div> |
| </div> |
|
|
| <div class="input-container"> |
| <div class="input-wrapper"> |
| <textarea id="chatInput" class="chat-input" placeholder="Ask anything" rows="1" disabled></textarea> |
| <button id="sendButton" class="send-button" disabled> |
| <svg data-icon="send" width="22" height="22" viewBox="0 0 24 24" fill="none" stroke="currentColor" |
| stroke-width="2" stroke-linecap="round" stroke-linejoin="round"> |
| <path d="M22 2L11 13"></path> |
| <path d="M22 2l-7 20-4-9-9-4 20-7z"></path> |
| </svg> |
| <svg data-icon="stop" width="22" height="22" viewBox="0 0 24 24" fill="currentColor" stroke="currentColor" |
| stroke-width="2" stroke-linecap="round" stroke-linejoin="round" style="display: none;"> |
| <rect x="6" y="6" width="12" height="12"></rect> |
| </svg> |
| </button> |
| </div> |
| </div> |
|
|
| <script type="module"> |
| import { pipeline, TextStreamer, InterruptableStoppingCriteria } from 'https://cdn.jsdelivr.net/npm/@huggingface/transformers@3.7.6'; |
| |
| |
| |
| |
| class ChatApp { |
| constructor() { |
| |
| this.generator = null; |
| this.messages = []; |
| this.isGenerating = false; |
| this.stoppingCriteria = new InterruptableStoppingCriteria(); |
| |
| |
| this.settings = { |
| temperature: 0.05, |
| topK: 5, |
| }; |
| this.fileProgress = new Map(); |
| |
| |
| this.ui = {}; |
| |
| this.cacheDOMElements(); |
| this.bindEventListeners(); |
| this.initialize(); |
| } |
| |
| |
| |
| |
| cacheDOMElements() { |
| this.ui.chatContainer = document.getElementById('chatContainer'); |
| this.ui.chatWrapper = document.getElementById('chatWrapper'); |
| this.ui.chatInput = document.getElementById('chatInput'); |
| this.ui.sendButton = document.getElementById('sendButton'); |
| this.ui.newConversationBtn = document.getElementById('newConversationBtn'); |
| this.ui.loader = document.getElementById('loader'); |
| this.ui.loaderText = document.getElementById('loader-text'); |
| this.ui.progressSpan = this.ui.loader.querySelector('.progress'); |
| this.ui.sendIcon = this.ui.sendButton.querySelector('[data-icon="send"]'); |
| this.ui.stopIcon = this.ui.sendButton.querySelector('[data-icon="stop"]'); |
| } |
| |
| |
| |
| |
| bindEventListeners() { |
| this.ui.sendButton.addEventListener('click', () => this.handlePrimaryButtonClick()); |
| this.ui.newConversationBtn.addEventListener('click', () => this.handleNewConversation()); |
| |
| this.ui.chatInput.addEventListener('keydown', (event) => { |
| if (event.key === 'Enter' && !event.shiftKey) { |
| event.preventDefault(); |
| this.handlePrimaryButtonClick(); |
| } |
| }); |
| |
| this.ui.chatInput.addEventListener('input', () => { |
| |
| this.ui.chatInput.style.height = 'auto'; |
| this.ui.chatInput.style.height = Math.min(this.ui.chatInput.scrollHeight, 200) + 'px'; |
| this.updateSendButtonState(); |
| }); |
| |
| document.addEventListener('keydown', (event) => { |
| if (event.ctrlKey && event.shiftKey && event.key === 'N') { |
| event.preventDefault(); |
| if (!this.isGenerating) { |
| this.handleNewConversation(); |
| } |
| } |
| }); |
| } |
| |
| |
| |
| |
| initialize() { |
| this.messages.push({ role: 'system', content: 'You are a helpful assistant.' }); |
| this.initializeModel(); |
| } |
| |
| |
| |
| |
| async initializeModel() { |
| try { |
| this.fileProgress.clear(); |
| this.generator = await pipeline( |
| "text-generation", |
| "onnx-community/nanochat-d32-ONNX", |
| { |
| dtype: "q4", |
| device: "webgpu", |
| progress_callback: (data) => { |
| if (data.status !== 'progress') return; |
| this.fileProgress.set(data.file, { loaded: data.loaded, total: data.total }); |
| if (this.fileProgress.size >= 7) { |
| const aggregate = [...this.fileProgress.values()].reduce((acc, { loaded, total }) => { |
| acc.loaded += loaded; |
| acc.total += total; |
| return acc; |
| }, { loaded: 0, total: 0 }); |
| const percent = aggregate.total > 0 ? ((aggregate.loaded / aggregate.total) * 100).toFixed(2) : '0.00'; |
| this.ui.progressSpan.textContent = `(${percent}%)`; |
| } |
| } |
| } |
| ); |
| this.ui.loader.style.display = 'none'; |
| this.ui.chatInput.disabled = false; |
| this.ui.chatInput.focus(); |
| } catch (error) { |
| console.error("Error initializing model:", error); |
| this.ui.loaderText.textContent = `Error loading model: ${error.message}.`; |
| const loaderSpinner = this.ui.loader.querySelector('.loader'); |
| if (loaderSpinner) loaderSpinner.style.display = 'none'; |
| } |
| } |
| |
| |
| |
| |
| handlePrimaryButtonClick() { |
| if (this.isGenerating) { |
| this.handleStopGeneration(); |
| } else { |
| this.handleSendMessage(); |
| } |
| } |
| |
| |
| |
| |
| handleStopGeneration() { |
| this.stoppingCriteria.interrupt(); |
| } |
| |
| |
| |
| |
| handleSendMessage() { |
| const message = this.ui.chatInput.value.trim(); |
| if (!message || this.isGenerating) return; |
| |
| if (message.startsWith('/')) { |
| if (!this.handleSlashCommand(message)) { |
| this.renderMessage('console', `Unknown command: ${message}`); |
| } |
| } else { |
| const userMessageIndex = this.messages.length; |
| this.messages.push({ role: 'user', content: message }); |
| this.renderMessage('user', message, userMessageIndex); |
| this.generateAssistantResponse(); |
| } |
| |
| this.ui.chatInput.value = ''; |
| this.ui.chatInput.style.height = 'auto'; |
| this.updateSendButtonState(); |
| } |
| |
| |
| |
| |
| |
| handleRegenerate(messageIndex) { |
| if (this.isGenerating || messageIndex < 1 || messageIndex >= this.messages.length) return; |
| const messageToRegenerate = this.messages[messageIndex]; |
| if (messageToRegenerate.role !== 'assistant') return; |
| |
| this.messages = this.messages.slice(0, messageIndex); |
| |
| const allMessages = this.ui.chatWrapper.querySelectorAll('.message'); |
| |
| for (let i = messageIndex - 1; i < allMessages.length; i++) { |
| allMessages[i].remove(); |
| } |
| |
| this.generateAssistantResponse(); |
| } |
| |
| |
| |
| |
| |
| handleEdit(messageIndex) { |
| if (this.isGenerating || messageIndex < 1 || messageIndex >= this.messages.length) return; |
| const messageToEdit = this.messages[messageIndex]; |
| if (messageToEdit.role !== 'user') return; |
| |
| this.ui.chatInput.value = messageToEdit.content; |
| this.ui.chatInput.style.height = 'auto'; |
| this.ui.chatInput.style.height = Math.min(this.ui.chatInput.scrollHeight, 200) + 'px'; |
| |
| this.messages = this.messages.slice(0, messageIndex); |
| |
| const allMessages = this.ui.chatWrapper.querySelectorAll('.message'); |
| for (let i = messageIndex - 1; i < allMessages.length; i++) { |
| allMessages[i].remove(); |
| } |
| |
| this.updateSendButtonState(); |
| this.ui.chatInput.focus(); |
| } |
| |
| |
| |
| |
| handleNewConversation() { |
| if (this.isGenerating) return; |
| this.messages = [{ role: 'system', content: 'You are a helpful assistant.' }]; |
| this.ui.chatWrapper.innerHTML = ''; |
| this.ui.chatInput.value = ''; |
| this.ui.chatInput.style.height = 'auto'; |
| this.updateSendButtonState(); |
| this.ui.chatInput.focus(); |
| } |
| |
| |
| |
| |
| |
| |
| handleSlashCommand(command) { |
| const parts = command.trim().split(/\s+/); |
| const cmd = parts[0].toLowerCase(); |
| const arg = parts[1]; |
| |
| switch (cmd) { |
| case '/temperature': |
| if (arg === undefined) { |
| this.renderMessage('console', `Current temperature: ${this.settings.temperature}`); |
| } else { |
| const temp = parseFloat(arg); |
| if (isNaN(temp) || temp < 0 || temp > 2) { |
| this.renderMessage('console', 'Invalid temperature. Must be between 0.0 and 2.0'); |
| } else { |
| this.settings.temperature = temp; |
| this.renderMessage('console', `Temperature set to ${this.settings.temperature}`); |
| } |
| } |
| return true; |
| case '/topk': |
| if (arg === undefined) { |
| this.renderMessage('console', `Current top-k: ${this.settings.topK}`); |
| } else { |
| const topk = parseInt(arg); |
| if (isNaN(topk) || topk < 1 || topk > 200) { |
| this.renderMessage('console', 'Invalid top-k. Must be between 1 and 200'); |
| } else { |
| this.settings.topK = topk; |
| this.renderMessage('console', `Top-k set to ${this.settings.topK}`); |
| } |
| } |
| return true; |
| case '/clear': |
| this.handleNewConversation(); |
| return true; |
| case '/help': |
| this.renderMessage('console', |
| 'Available commands:\n' + |
| '/temperature - Show current temperature\n' + |
| '/temperature <value> - Set temperature (0.0-2.0)\n' + |
| '/topk - Show current top-k\n' + |
| '/topk <value> - Set top-k (1-200)\n' + |
| '/clear - Clear conversation\n' + |
| '/help - Show this help message' |
| ); |
| return true; |
| default: |
| return false; |
| } |
| } |
| |
| |
| |
| |
| async generateAssistantResponse() { |
| this.stoppingCriteria.reset(); |
| this.isGenerating = true; |
| this.setButtonToStop(); |
| |
| const assistantContentDiv = this.renderMessage('assistant', ''); |
| let fullResponse = ''; |
| |
| const streamer = new TextStreamer(this.generator.tokenizer, { |
| skip_prompt: true, |
| skip_special_tokens: true, |
| callback_function: (token) => { |
| fullResponse += token; |
| assistantContentDiv.textContent = fullResponse; |
| this.ui.chatContainer.scrollTop = this.ui.chatContainer.scrollHeight; |
| } |
| }); |
| |
| try { |
| await this.generator(this.messages, { |
| max_new_tokens: 512, |
| do_sample: this.settings.temperature > 0, |
| temperature: this.settings.temperature, |
| top_k: this.settings.topK, |
| repetition_penalty: 1.2, |
| streamer, |
| stopping_criteria: this.stoppingCriteria, |
| }); |
| |
| const assistantMessageIndex = this.messages.length; |
| this.messages.push({ role: 'assistant', content: fullResponse }); |
| |
| |
| assistantContentDiv.setAttribute('data-message-index', assistantMessageIndex); |
| assistantContentDiv.setAttribute('title', 'Click to regenerate this response'); |
| assistantContentDiv.addEventListener('click', () => this.handleRegenerate(assistantMessageIndex)); |
| } catch (error) { |
| |
| if (!error.message.includes('interrupted')) { |
| console.error('Error during generation:', error); |
| assistantContentDiv.textContent = ''; |
| const errorDiv = document.createElement('div'); |
| errorDiv.className = 'error-message'; |
| errorDiv.textContent = `Error: ${error.message}`; |
| assistantContentDiv.appendChild(errorDiv); |
| } else { |
| |
| const assistantMessageIndex = this.messages.length; |
| this.messages.push({ role: 'assistant', content: fullResponse }); |
| assistantContentDiv.setAttribute('data-message-index', assistantMessageIndex); |
| assistantContentDiv.setAttribute('title', 'Click to regenerate this response'); |
| assistantContentDiv.addEventListener('click', () => this.handleRegenerate(assistantMessageIndex)); |
| } |
| } finally { |
| this.isGenerating = false; |
| this.setButtonToSend(); |
| this.ui.chatInput.focus(); |
| } |
| } |
| |
| |
| |
| |
| |
| |
| |
| |
| renderMessage(role, content, messageIndex = null) { |
| const messageDiv = document.createElement('div'); |
| messageDiv.className = `message ${role}`; |
| |
| const contentDiv = document.createElement('div'); |
| contentDiv.className = 'message-content'; |
| contentDiv.textContent = content; |
| |
| if (role === 'user' && messageIndex !== null) { |
| contentDiv.setAttribute('data-message-index', messageIndex); |
| contentDiv.setAttribute('title', 'Click to edit and restart from here'); |
| contentDiv.addEventListener('click', () => this.handleEdit(messageIndex)); |
| } |
| |
| messageDiv.appendChild(contentDiv); |
| this.ui.chatWrapper.appendChild(messageDiv); |
| |
| this.ui.chatContainer.scrollTop = this.ui.chatContainer.scrollHeight; |
| return contentDiv; |
| } |
| |
| |
| |
| |
| updateSendButtonState() { |
| this.ui.sendButton.disabled = !this.isGenerating && !this.ui.chatInput.value.trim(); |
| } |
| |
| |
| |
| |
| setButtonToStop() { |
| this.ui.sendIcon.style.display = 'none'; |
| this.ui.stopIcon.style.display = ''; |
| this.ui.sendButton.disabled = false; |
| this.ui.sendButton.title = 'Stop generating'; |
| } |
| |
| |
| |
| |
| setButtonToSend() { |
| this.ui.sendIcon.style.display = ''; |
| this.ui.stopIcon.style.display = 'none'; |
| this.ui.sendButton.title = ''; |
| this.updateSendButtonState(); |
| } |
| } |
| |
| |
| new ChatApp(); |
| |
| </script> |
| </body> |
|
|
| </html> |