Update README.md

README.md

@@ -4,6 +4,27 @@ tags:
 - transformers
 ---
 
-https://huggingface.co/Xenova/llama2.c-stories110M with ONNX weights to be compatible with Transformers.js.
+## Usage (Transformers.js)
 
-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`).
+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
+```
+
+You can then use the model generate text like this:
+
+```js
+import { pipeline } from "@xenova/transformers";
+
+// Create a text-generation pipeline
+const generator = await pipeline('text-generation', 'Xenova/llama2.c-stories110M');
+
+const text = 'Once upon a time,';
+const output = await generator(text);
+console.log(output);
+// [{ generated_text: "Once upon a time, there was a little girl named Lily. She loved to play outside in" }]
+
+const output2 = await generator(text, { max_new_tokens: 50 });
+console.log(output2);
+// [{ generated_text: "Once upon a time, there was a little girl named Lily. She loved to play outside in the sunshine. One day, she saw a big, scary dog. She was scared and didn't know what to do. \nSudden" }]
+```