Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#2)

- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (bed8038f0c8bfbe071b9d3d1800e923292b4a8d9)


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

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/bigcode/tiny_starcoder_py with ONNX weights to be compatible with Transformers.js.
 
+## 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/@huggingface/transformers) using:
+```bash
+npm i @huggingface/transformers
+```
+
+**Example:** Text generation.
+
+```js
+import { pipeline } from '@huggingface/transformers';
+
+const generator = await pipeline('text-generation', 'Xenova/tiny_starcoder_py');
+const output = await generator('Once upon a time, there was', { max_new_tokens: 10 });
+```
+
 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`).

onnx/decoder_model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2affc0f306ec05f5d6190c2a5d50288b4e0db6a91adadbb72dc3e6926101ef15
+size 311785810

onnx/decoder_model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49ef4a9876bf0bab9792859cd78d7d8e410333666630cbebdf3994087b3614d7
+size 383209525

onnx/decoder_model_merged_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69c0801868577278a78218cd6c70cbafece23e76b4d99f103168f4fc31890fa3
+size 312191971

onnx/decoder_model_merged_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ff96f47621ceee5357e80d9c722b61285832c405539914ed70304a812925cb1
+size 396148646

onnx/decoder_model_merged_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dee5b0b29dafbfe71292111b6be11f939c01b310c09d07c10f17f7d59e6f426b
+size 383693988

onnx/decoder_model_merged_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9dd6c6f319c2852dd815922a4c85df3103f05ca4746bceb4749476361760ee98
+size 319686331

onnx/decoder_model_merged_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be4492f121af722904355928600d0be1f334938c40fa0d70ac50731746975897
+size 223770584

onnx/decoder_model_merged_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e5371c1ec6577a9227321704479c5e066ba9a017520660cf2a8ed2f9deb885a
+size 383694035

onnx/decoder_model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56a66750d10fcc39632d02e01f7eea66a4acf5553fc6842c075499b580461afd
+size 319280890

onnx/decoder_model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:01de54d6e468f2c7ba8fcd1388ac3cad8dab870d250492bedcb46d4d0c07695a
+size 223359550

onnx/decoder_model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d403639ca44fe78c7449dc9671708bdf99a203a273945fe9877c435388c300e4
+size 383209572

onnx/decoder_with_past_model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:47adda87efad1a713093b80595dad413aed39ebb804ce714ab39762b3b479a76
+size 311795342

onnx/decoder_with_past_model_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c893d448691beb4b524a5a480f3e4cc63767502d436fa477468b6d73d9076f
+size 395761810

onnx/decoder_with_past_model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:081500858db6b9aedce6db5b7b842f3439849dc24e6bee695ddd8d321574c24b
+size 383219057

onnx/decoder_with_past_model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98966cd1d614ecb6d3942dfbb98f463114e6a51cf55bb90b75308724a74735ad
+size 319290422

onnx/decoder_with_past_model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:abb646ff32cf0c7870bf8c99637b07c20791ed9ef3c70d5c31086e72b88ac90e
+size 223373108

onnx/decoder_with_past_model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9ae89629f9fd3b362fa2ad98a62aa34660e04edf9d9d22e02802fa6ffada7498
+size 383219104