diff --git a/README.md b/README.md index 87c92e44..5d7ef61c 100644 --- a/README.md +++ b/README.md @@ -17,5 +17,6 @@ A collection of [🤗 Transformers.js](https://huggingface.co/docs/transformers. | [Node.js (CJS)](./node-cjs/) | Sentiment analysis in Node.js w/ CommonJS | n/a | | [Next.js](./next-server/) | Sentiment analysis in Next.js | [Demo](https://huggingface.co/spaces/webml-community/next-server-template) | | [SvelteKit](./sveltekit/) | Sentiment analysis in SvelteKit | [Demo](https://huggingface.co/spaces/webml-community/sveltekit-server-template) | +| [Vue](./vue/) | Text summarization in Vue.js | [Demo](https://huggingface.co/spaces/sjgal/vue-text-summarization) | Check out the Transformers.js [template](https://huggingface.co/new-space?template=static-templates%2Ftransformers.js) on Hugging Face to get started in one click! diff --git a/vue/.editorconfig b/vue/.editorconfig new file mode 100644 index 00000000..3b510aa6 --- /dev/null +++ b/vue/.editorconfig @@ -0,0 +1,8 @@ +[*.{js,jsx,mjs,cjs,ts,tsx,mts,cts,vue,css,scss,sass,less,styl}] +charset = utf-8 +indent_size = 2 +indent_style = space +insert_final_newline = true +trim_trailing_whitespace = true +end_of_line = lf +max_line_length = 100 diff --git a/vue/.gitattributes b/vue/.gitattributes new file mode 100644 index 00000000..6313b56c --- /dev/null +++ b/vue/.gitattributes @@ -0,0 +1 @@ +* text=auto eol=lf diff --git a/vue/.gitignore b/vue/.gitignore new file mode 100644 index 00000000..a3f7a519 --- /dev/null +++ b/vue/.gitignore @@ -0,0 +1,36 @@ +# Logs +logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* +pnpm-debug.log* +lerna-debug.log* + +node_modules +.DS_Store +dist +dist-ssr +coverage +*.local + +# Editor directories and files +.vscode/* +!.vscode/extensions.json +.idea +*.suo +*.ntvs* +*.njsproj +*.sln +*.sw? + +*.tsbuildinfo + +.eslintcache + +# Cypress +/cypress/videos/ +/cypress/screenshots/ + +# Vitest +__screenshots__/ diff --git a/vue/.prettierrc.json b/vue/.prettierrc.json new file mode 100644 index 00000000..29a2402e --- /dev/null +++ b/vue/.prettierrc.json @@ -0,0 +1,6 @@ +{ + "$schema": "https://json.schemastore.org/prettierrc", + "semi": false, + "singleQuote": true, + "printWidth": 100 +} diff --git a/vue/.vscode/extensions.json b/vue/.vscode/extensions.json new file mode 100644 index 00000000..c92168f5 --- /dev/null +++ b/vue/.vscode/extensions.json @@ -0,0 +1,8 @@ +{ + "recommendations": [ + "Vue.volar", + "dbaeumer.vscode-eslint", + "EditorConfig.EditorConfig", + "esbenp.prettier-vscode" + ] +} diff --git a/vue/README.md b/vue/README.md new file mode 100644 index 00000000..d5698def --- /dev/null +++ b/vue/README.md @@ -0,0 +1,76 @@ +--- +title: Vue Text Summarization +emoji: 📝 +colorFrom: green +colorTo: blue +sdk: static +pinned: false +license: apache-2.0 +models: + - Xenova/distilbart-cnn-6-6 +short_description: Text summarization using Transformers.js in Vue.js +--- + +# Vue Text Summarization Application + +This folder contains the source code for a web application that summarizes text using Transformers.js! The app uses the DistilBART-CNN model to generate concise summaries of input text. + +## Getting Started + +Follow the steps below to set up and run the application. + +### 1. Clone the Repository + +Clone the examples repository from GitHub: + +```sh +git clone https://github.com/huggingface/transformers.js-examples.git +``` + +### 2. Navigate to the Project Directory + +Change your working directory to the `vue` folder: + +```sh +cd transformers.js-examples/vue +``` + +### 3. Install Dependencies + +Install the necessary dependencies using npm: + +```sh +npm install +``` + +### 4. Run the Development Server + +Start the development server: + +```sh +npm run dev +``` + +The application should now be running locally. Open your browser and go to `http://localhost:5173` to see it in action. + +## How it works + +The user enters text in the input textarea and clicks "Summarize". The application processes the text using the DistilBART-CNN model and displays a summarized version in the output area. The model runs entirely in the browser using WebAssembly and ONNX Runtime. + +## Features + +- **Text Summarization**: Uses the Xenova/distilbart-cnn-6-6 model for high-quality text summarization +- **Real-time Processing**: Streaming output shows summary generation in real-time +- **Progress Tracking**: Visual progress bars during model loading +- **Responsive UI**: Clean, modern interface built with Vue 3 + +## Recommended IDE Setup + +[VS Code](https://code.visualstudio.com/) + [Vue (Official)](https://marketplace.visualstudio.com/items?itemName=Vue.volar). + +## Model Information + +- **Model**: [Xenova/distilbart-cnn-6-6](https://huggingface.co/Xenova/distilbart-cnn-6-6) +- **Task**: Summarization +- **Framework**: Transformers.js +- **Backend**: ONNX Runtime Web diff --git a/vue/eslint.config.js b/vue/eslint.config.js new file mode 100644 index 00000000..7807d8b3 --- /dev/null +++ b/vue/eslint.config.js @@ -0,0 +1,26 @@ +import { defineConfig, globalIgnores } from 'eslint/config' +import globals from 'globals' +import js from '@eslint/js' +import pluginVue from 'eslint-plugin-vue' +import skipFormatting from '@vue/eslint-config-prettier/skip-formatting' + +export default defineConfig([ + { + name: 'app/files-to-lint', + files: ['**/*.{js,mjs,jsx,vue}'], + }, + + globalIgnores(['**/dist/**', '**/dist-ssr/**', '**/coverage/**']), + + { + languageOptions: { + globals: { + ...globals.browser, + }, + }, + }, + + js.configs.recommended, + ...pluginVue.configs['flat/essential'], + skipFormatting, +]) diff --git a/vue/index.html b/vue/index.html new file mode 100644 index 00000000..566f4f6c --- /dev/null +++ b/vue/index.html @@ -0,0 +1,13 @@ + + + + + + + Vite App + + +
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b/vue/package.json new file mode 100644 index 00000000..9a0d93b0 --- /dev/null +++ b/vue/package.json @@ -0,0 +1,31 @@ +{ + "name": "vue", + "version": "0.0.0", + "private": true, + "type": "module", + "engines": { + "node": "^20.19.0 || >=22.12.0" + }, + "scripts": { + "dev": "vite", + "build": "vite build", + "preview": "vite preview", + "lint": "eslint . --fix --cache", + "format": "prettier --write src/" + }, + "dependencies": { + "@huggingface/transformers": "3.7.1", + "vue": "^3.5.22" + }, + "devDependencies": { + "@eslint/js": "^9.37.0", + "@vitejs/plugin-vue": "^6.0.1", + "@vue/eslint-config-prettier": "^10.2.0", + "eslint": "^9.37.0", + "eslint-plugin-vue": "~10.5.0", + "globals": "^16.4.0", + "prettier": "3.6.2", + "vite": "^7.1.11", + "vite-plugin-vue-devtools": "^8.0.3" + } +} diff --git a/vue/public/favicon.ico b/vue/public/favicon.ico new file mode 100644 index 00000000..df36fcfb Binary files /dev/null and b/vue/public/favicon.ico differ diff --git a/vue/src/App.vue b/vue/src/App.vue new file mode 100644 index 00000000..9032b375 --- /dev/null +++ b/vue/src/App.vue @@ -0,0 +1,205 @@ + + + + + diff --git a/vue/src/components/ProgressBar.vue b/vue/src/components/ProgressBar.vue new file mode 100644 index 00000000..b9a5abcc --- /dev/null +++ b/vue/src/components/ProgressBar.vue @@ -0,0 +1,40 @@ + + + + + diff --git a/vue/src/main.js b/vue/src/main.js new file mode 100644 index 00000000..01433bca --- /dev/null +++ b/vue/src/main.js @@ -0,0 +1,4 @@ +import { createApp } from 'vue' +import App from './App.vue' + +createApp(App).mount('#app') diff --git a/vue/src/worker.js b/vue/src/worker.js new file mode 100644 index 00000000..061957d4 --- /dev/null +++ b/vue/src/worker.js @@ -0,0 +1,44 @@ +import { pipeline, TextStreamer } from '@huggingface/transformers' + +class MySummarizationPipeline { + static task = 'summarization' + static model = 'Xenova/distilbart-cnn-6-6' + static instance = null + + static async getInstance(progress_callback = null) { + this.instance ??= pipeline(this.task, this.model, { + progress_callback, + dtype: 'q8', + }) + return this.instance + } +} + +self.addEventListener('message', async (event) => { + const summarizer = await MySummarizationPipeline.getInstance((progressData) => { + self.postMessage(progressData) + }) + + const streamer = new TextStreamer(summarizer.tokenizer, { + skip_prompt: true, + skip_special_tokens: true, + callback_function: function (text) { + self.postMessage({ + status: 'update', + output: text, + }) + }, + }) + + const output = await summarizer(event.data.text, { + max_length: 100, + min_length: 10, + + streamer, + }) + + self.postMessage({ + status: 'complete', + output, + }) +}) diff --git a/vue/vite.config.js b/vue/vite.config.js new file mode 100644 index 00000000..036ca4df --- /dev/null +++ b/vue/vite.config.js @@ -0,0 +1,15 @@ +import { fileURLToPath, URL } from 'node:url' + +import { defineConfig } from 'vite' +import vue from '@vitejs/plugin-vue' +import vueDevTools from 'vite-plugin-vue-devtools' + +// https://vite.dev/config/ +export default defineConfig({ + plugins: [vue(), vueDevTools()], + resolve: { + alias: { + '@': fileURLToPath(new URL('./src', import.meta.url)), + }, + }, +})