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onnx-community/oxy-1-micro
oxy-1-micro is a text generation model from onnx-community. Use it when you need the model to write or continue text. It is set up for transformers.js.
https://huggingface.co/oxyapi/oxy-1-micro with ONNX weights to be compatible with Transformers.js.
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From the Hugging Face model README
https://huggingface.co/oxyapi/oxy-1-micro with ONNX weights to be compatible with Transformers.js.
If you haven't already, you can install the Transformers.js JavaScript library from NPM using:
npm i @huggingface/transformers
You can then use the model to generate text like this:
import { pipeline } from "@huggingface/transformers";
// Create a text generation pipeline
const generator = await pipeline(
"text-generation",
"onnx-community/oxy-1-micro",
{ dtype: "q4" },
);
// Define the list of messages
const messages = [
{ role: "system", content: "You are a wise old wizard in a mystical land. A traveler approaches you seeking advice." },
{ role: "user", content: "Where is the nearest inn?" },
];
// Generate a response
const output = await generator(messages, { max_new_tokens: 256, do_sample: false });
console.log(output[0].generated_text.at(-1).content);
<details>
<summary>See example output</summary>
Greetings, traveler! I am here to guide you through this enchanted realm. The nearest inn is located not far from my humble abode. It is called "The Quiet Haven," and it is nestled on a quiet path just beyond my property. You can find it by following the winding paths of the forest. May I assist you further?
</details>
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 and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).