Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#1)

- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (c341b233d1094f97ee558ac392f9089047170416)


Co-authored-by: Yuichiro Tachibana <whitphx@users.noreply.huggingface.co>

README.md

@@ -8,21 +8,26 @@ https://huggingface.co/declare-lab/flan-alpaca-base with ONNX weights to be comp
 
 ## 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:
+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:
 ```bash
-npm i @xenova/transformers
+npm i @huggingface/transformers
 ```
 
 You can then use the model to generate text like this:
 
 ```js
-import { pipeline } from "@xenova/transformers";
+import { pipeline } from "@huggingface/transformers";
 
 // Create a text2text-generation pipeline
 const generator = await pipeline('text2text-generation', 'Xenova/flan-alpaca-base');
 
 // Generate text
-const output = await generator('What is Python?', { max_length: 128, do_sample: true, top_k: 10, });
+const output = await generator('What is Python?', { 
+    max_length: 128, 
+    do_sample: true, 
+    top_k: 10,
+    dtype: "fp32"  // Options: "fp32", "fp16", "q8", "q4"
+});
 console.log(output);
 // [{ generated_text: 'Python is a programming language used in many applications, such as machine learning, database management, and graphical application development. It is a multi-functional language which works across various data sets and platforms.' }]
 ```

onnx/decoder_model_bnb4.onnx

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onnx/decoder_model_fp16.onnx

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onnx/decoder_model_int8.onnx

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onnx/decoder_model_q4.onnx

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