Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#2)
Browse files- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (42e1b082981415cbdbead81de8d71b0181048d18)
Co-authored-by: Yuichiro Tachibana <[email protected]>
- README.md +16 -0
- onnx/model_bnb4.onnx +3 -0
- onnx/model_int8.onnx +3 -0
- onnx/model_q4.onnx +3 -0
- onnx/model_q4f16.onnx +3 -0
- onnx/model_uint8.onnx +3 -0
README.md
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@@ -5,4 +5,20 @@ library_name: transformers.js
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https://huggingface.co/dangvantuan/sentence-camembert-large with ONNX weights to be compatible with Transformers.js.
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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`).
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https://huggingface.co/dangvantuan/sentence-camembert-large with ONNX weights to be compatible with Transformers.js.
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## Usage (Transformers.js)
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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:
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```bash
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npm i @huggingface/transformers
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```
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**Example:** Run feature extraction.
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```js
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import { pipeline } from '@huggingface/transformers';
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const extractor = await pipeline('feature-extraction', 'Xenova/sentence-camembert-large');
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const output = await extractor('This is a simple test.');
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```
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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`).
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onnx/model_bnb4.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2922ad8cef8f735cabb93b1d1286ad28feee7563cff3aa93250c2ceb8b38deca
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size 304929490
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onnx/model_int8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:2886355e38540293c0aca68afac0cc67469523e9f833d3f4f41e3e8d0c22fea9
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size 337302003
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onnx/model_q4.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:7541ae4d6320df97118fb4cfa46aa3a07109c262f0a43cbff93926e20db5dd03
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size 323802682
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onnx/model_q4f16.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:6424e01e93998249ef65ae39865adacff29d420aa219275d2c69f8ed47e8b09c
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size 237684404
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onnx/model_uint8.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:abd19e7c3454d07aab616e13eded7775fbd298db51cb7a43f52e28734774271c
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size 337302079
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