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

.gitattributes

@@ -38,3 +38,5 @@ Constant_37_attr__value filter=lfs diff=lfs merge=lfs -text
 onnx/decoder_model_merged.onnx_data filter=lfs diff=lfs merge=lfs -text
 onnx/decoder_model.onnx_data filter=lfs diff=lfs merge=lfs -text
 onnx/decoder_with_past_model.onnx_data filter=lfs diff=lfs merge=lfs -text
+onnx/decoder_model_fp16.onnx_data filter=lfs diff=lfs merge=lfs -text
+onnx/decoder_with_past_model_fp16.onnx_data filter=lfs diff=lfs merge=lfs -text

README.md

@@ -5,4 +5,20 @@ library_name: transformers.js
 
 https://huggingface.co/bigcode/starcoderbase-1b 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/starcoderbase-1b');
+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 sha256:41ce7f958b4ea71a7f47343181743d9b73091a74884a6cad21d5d8c49560734e
+size 1112821306

onnx/decoder_model_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0093903358660e2de176867be0bdfce98392ffe514ba9f2c39ffa8bf36a13bab
+size 445813

onnx/decoder_model_fp16.onnx_data

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:60122c3a6ba64eeba38d9cebfe7cb691e73233faad3d371aa08b0276ee070c48
+size 2341523456

onnx/decoder_model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29f8763cf36c657ef6e98f1efcbed326024d5e2e888a38091d73d26268b162b9
+size 1609154750

onnx/decoder_model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e81d2359584d9193dd607649c13b5927f6bfb8b9be4f540062e5366affa14e7e
+size 1176521554

onnx/decoder_model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:453c6080a866013bda898709c9f53a8341aadff0b75169945c1e05275bfafa14
+size 876838625

onnx/decoder_model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16f9755cc340b2919210c16b724636e951168669b39183ede016f0f18beedc96
+size 1609154793

onnx/decoder_with_past_model_bnb4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de48b11ee187e2420804e34147f90585e9b1ab21aa22c0f2038fd4623692b8f5
+size 1112832406

onnx/decoder_with_past_model_fp16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7d3330cd6c0b3ad07c91bc428109244f7388cea43dbb414527c3ba760b1c05d0
+size 464777

onnx/decoder_with_past_model_fp16.onnx_data

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b1ef891e379f308ffb662843c68ee016097f0a8f36fd8fca78d9436cbe1abf1a
+size 2341523456

onnx/decoder_with_past_model_int8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eb8f054437fbc4400d98d62bee50890a55538254bd831f33d54eaf8ec88db1c0
+size 1609165850

onnx/decoder_with_past_model_q4.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89c1794a8fd98b4b943685019dfab4259ad35bc038d0094957f7d2d6389a586f
+size 1176532654

onnx/decoder_with_past_model_q4f16.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f304ab5eb3d42c23e36a0ed037f77fb685df82effaee7d1d59c1a02460af47b9
+size 876854563

onnx/decoder_with_past_model_uint8.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af5e8378c8e4eb009d9cf2c51259a7dd1f4e094948e8d0e6e37ffb80848d7b33
+size 1609165893