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README.md
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@@ -5,4 +5,39 @@ base_model: Qwen/Qwen3-0.6B
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https://huggingface.co/Qwen/Qwen3-0.6B with ONNX weights to be compatible with Transformers.js.
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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`).
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https://huggingface.co/Qwen/Qwen3-0.6B with ONNX weights to be compatible with Transformers.js.
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### Transformers.js
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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/@huggingface/transformers) using:
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```bash
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npm i @huggingface/transformers
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```
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You can then use the model like this:
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```js
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import { pipeline, TextStreamer } from "@huggingface/transformers";
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// Create a text generation pipeline
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const generator = await pipeline(
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"text-generation",
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"onnx-community/Qwen3-0.6B-ONNX",
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{ dtype: "q4f16" },
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);
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// Define the list of messages
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const messages = [
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{ role: "system", content: "You are a helpful assistant." },
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{ role: "user", content: "Write me a poem about Machine Learning." },
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];
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// Generate a response
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const output = await generator(messages, {
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max_new_tokens: 512,
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do_sample: false,
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streamer: new TextStreamer(generator.tokenizer, { skip_prompt: true, skip_special_tokens: true}),
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});
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console.log(output[0].generated_text.at(-1).content);
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```
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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`).
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