Add/update the quantized ONNX model files and README.md for Transformers.js v3
#2
by
whitphx
- opened
- README.md +16 -0
- onnx/model_bnb4.onnx +3 -0
- onnx/model_fp16.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/Jean-Baptiste/camembert-ner 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 [π€ 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/Jean-Baptiste/camembert-ner 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:** Perform named entity recognition.
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```js
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import { pipeline } from '@huggingface/transformers';
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const classifier = await pipeline('token-classification', 'Xenova/camembert-ner');
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const output = await classifier('My name is Sarah and I live in London');
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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 [π€ 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 sha256:8aa49fc75f993b83f9f63dd6793d87cf0bdea90e3c2536bea10c404e926fa1c3
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size 148491234
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onnx/model_fp16.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:adc56709a32ded3524c3bef60c4ac4f8cfa7d1cdefc6c90037546baece9a1dd5
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size 220385636
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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:b350d59b143450df78e9e4d5107c2f6c70b2f02dbe8124df93df6cc542ea6c99
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size 110812101
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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 sha256:41de5ecc431a818822ec4ea0f0a9f9714b37aae6298c797fa36f76fbac11079c
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size 153799354
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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:fa710fa9dbceed7b4e48afa99379bbd1d1335de012ef49094a43f2acafbc3eae
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size 98297464
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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 sha256:8137fbbd3e3b84fc1eb3a72144869c82aba31a76b2af8d769e078ffe56570598
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size 110812142
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