Update README.md

README.md

@@ -4,4 +4,41 @@ library_name: transformers.js
 
 https://huggingface.co/stabilityai/stablelm-2-zephyr-1_6b with ONNX weights to be compatible with Transformers.js.
 
+
+## Usage (Transformers.js)
+
+If you haven't already, you can install the [Transformers.js](https://huggingface.co/docs/transformers.js) JavaScript library from [NPM](https://www.npmjs.com/package/@xenova/transformers) using:
+```bash
+npm i @xenova/transformers
+```
+
+**Example:** Text generation with `Xenova/stablelm-2-zephyr-1_6b`.
+
+```js
+import { pipeline } from '@xenova/transformers';
+
+// Create text generation pipeline
+const generator = await pipeline('text-generation', 'Xenova/stablelm-2-zephyr-1_6b');
+
+// Define the prompt and list of messages
+const prompt = "Tell me a funny joke."
+const messages = [
+    { "role": "system", "content": "You are a helpful assistant." },
+    { "role": "user", "content": prompt },
+]
+
+// Apply chat template
+const inputs = generator.tokenizer.apply_chat_template(messages, {
+    tokenize: false,
+    add_generation_prompt: true,
+});
+
+// Generate text
+const output = await generator(inputs, { max_new_tokens: 20 });
+console.log(output[0].generated_text);
+// "<|system|>\nYou are a helpful assistant.\n<|user|>\nTell me a funny joke.\n<|assistant|>\nHere's a joke for you:\n\nWhy don't scientists trust atoms?\n\nBecause they make up everything!"
+```
+
+---
+
 Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using [🤗 Optimum](https://huggingface.co/docs/optimum/index) and structuring your repo like this one (with ONNX weights located in a subfolder named `onnx`).