Add/update the quantized ONNX model files and README.md for Transformers.js v3 (#1)
Browse files- Add/update the quantized ONNX model files and README.md for Transformers.js v3 (526cd859d79c30d892f8cf8883eeb27526a77943)
Co-authored-by: Yuichiro Tachibana <whitphx@users.noreply.huggingface.co>
- README.md +4 -4
- onnx/model_bnb4.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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## 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/@
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```bash
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npm i @
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```
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**Example:** Zero-shot image classification w/ `Xenova/chinese-clip-vit-base-patch16`.
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```javascript
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import { pipeline } from '@
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// Create zero-shot image classification pipeline
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const classifier = await pipeline('zero-shot-image-classification', 'Xenova/chinese-clip-vit-base-patch16');
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// Set image url and candidate labels
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const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/pikachu.png';
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const candidate_labels = ['杰尼龟', '妙蛙种子', '小火龙', '皮卡丘'] // Squirtle, Bulbasaur, Charmander, Pikachu in Chinese
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// Classify image
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const output = await classifier(url, candidate_labels);
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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:** Zero-shot image classification w/ `Xenova/chinese-clip-vit-base-patch16`.
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```javascript
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import { pipeline } from '@huggingface/transformers';
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// Create zero-shot image classification pipeline
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const classifier = await pipeline('zero-shot-image-classification', 'Xenova/chinese-clip-vit-base-patch16');
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// Set image url and candidate labels
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const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/pikachu.png';
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const candidate_labels = ['杰尼龟', '妙蛙种子', '小火龙', '皮卡丘']; // Squirtle, Bulbasaur, Charmander, Pikachu in Chinese
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// Classify image
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const output = await classifier(url, candidate_labels);
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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:feedb8619f19f61058e05ccd994c1d6febe98d5a1dc612245863994b33fad9e1
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size 167009352
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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:c64c40f177a8756c7831cdaa932bfb30187ef2e85266e54ec838259d34d3fe2e
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size 177674264
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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:bec0c439e38110cb3a1aa95f1358ef79ceda8459b02f7f20a2a09900450c101a
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size 131794439
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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:af7e63ff546c8c0dc8aab1b35b81e0ef30ddcd4a2c2c6789a2c1f024e0416107
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size 190213447
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