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

README.md

@@ -7,19 +7,19 @@ https://huggingface.co/WhereIsAI/UAE-Large-V1 with ONNX weights to be compatible
 
 ## 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 compute embeddings like this:
 
 ```js
-import { pipeline } from '@xenova/transformers';
+import { pipeline } from '@huggingface/transformers';
 
 // Create a feature-extraction pipeline
 const extractor = await pipeline('feature-extraction', 'Xenova/UAE-Large-V1', {
-    quantized: true, // Set this to false to use the full (unquantized) model
+    dtype: "fp32"  // Options: "fp32", "fp16", "q8", "q4"
 });
 
 // Compute sentence embeddings
@@ -36,7 +36,7 @@ console.log(output);
 
 Compute cosine similarity between the two sentences:
 ```js
-import { cos_sim } from '@xenova/transformers';
+import { cos_sim } from '@huggingface/transformers';
 console.log(cos_sim(output[0].data, output[1].data))
 // 0.9586893906734091
 ```

onnx/model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8180bdf448880cf623e5fbb806c53b37e0f58b694709ed086d171862e30fe817
+size 298852122

onnx/model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:636207e6491b393f4acd3000b093aac57b7877b9ccba20d94db474addc5b2a13
+size 335783482

onnx/model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1fa7c83e8b21e324f49df582e6ee7a4236856b392eb9ce5e3f429887428b760b
+size 317725314

onnx/model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa3be3b61f08f16839801110ba67e1c7defefd341d8cc17f1192abe8b2fe5aff
+size 234646268

onnx/model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efc272790604c1cd4461d2791405de9f572a677b57d661f05175c0fdb7ef9e82
+size 335783547