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 (eea9c0c415a694a044fbec51e26455d58809444a)
Co-authored-by: Yuichiro Tachibana <[email protected]>
- README.md +5 -5
- onnx/model_bnb4.onnx +3 -0
- onnx/model_q4.onnx +3 -0
- onnx/model_q4f16.onnx +3 -0
- onnx/model_uint8.onnx +3 -0
- onnx/text_model_bnb4.onnx +3 -0
- onnx/text_model_int8.onnx +3 -0
- onnx/text_model_q4.onnx +3 -0
- onnx/text_model_q4f16.onnx +3 -0
- onnx/text_model_uint8.onnx +3 -0
- onnx/vision_model_bnb4.onnx +3 -0
- onnx/vision_model_int8.onnx +3 -0
- onnx/vision_model_q4.onnx +3 -0
- onnx/vision_model_q4f16.onnx +3 -0
- onnx/vision_model_uint8.onnx +3 -0
README.md
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@@ -8,14 +8,14 @@ https://huggingface.co/google/siglip-base-patch16-224 with ONNX weights to be co
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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/siglip-base-patch16-224`:
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```js
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import { pipeline } from '@
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const classifier = await pipeline('zero-shot-image-classification', 'Xenova/siglip-base-patch16-224');
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const url = 'http://images.cocodataset.org/val2017/000000039769.jpg';
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**Example:** Compute text embeddings with `SiglipTextModel`.
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```javascript
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import { AutoTokenizer, SiglipTextModel } from '@
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// Load tokenizer and text model
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const tokenizer = await AutoTokenizer.from_pretrained('Xenova/siglip-base-patch16-224');
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**Example:** Compute vision embeddings with `SiglipVisionModel`.
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```javascript
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import { AutoProcessor, SiglipVisionModel, RawImage} from '@
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// Load processor and vision model
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const processor = await AutoProcessor.from_pretrained('Xenova/siglip-base-patch16-224');
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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/siglip-base-patch16-224`:
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```js
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import { pipeline } from '@huggingface/transformers';
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const classifier = await pipeline('zero-shot-image-classification', 'Xenova/siglip-base-patch16-224');
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const url = 'http://images.cocodataset.org/val2017/000000039769.jpg';
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**Example:** Compute text embeddings with `SiglipTextModel`.
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```javascript
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import { AutoTokenizer, SiglipTextModel } from '@huggingface/transformers';
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// Load tokenizer and text model
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const tokenizer = await AutoTokenizer.from_pretrained('Xenova/siglip-base-patch16-224');
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**Example:** Compute vision embeddings with `SiglipVisionModel`.
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```javascript
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import { AutoProcessor, SiglipVisionModel, RawImage} from '@huggingface/transformers';
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// Load processor and vision model
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const processor = await AutoProcessor.from_pretrained('Xenova/siglip-base-patch16-224');
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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 sha256:65b4fd0b4bcccacfc4aa4de3a312cb449dbc1fcc77f1c76c76473baacece68bb
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size 206944154
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onnx/model_q4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/model_q4f16.onnx
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version https://git-lfs.github.com/spec/v1
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size 153346039
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onnx/model_uint8.onnx
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version https://git-lfs.github.com/spec/v1
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size 205091308
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onnx/text_model_bnb4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/text_model_int8.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/text_model_q4.onnx
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onnx/text_model_q4f16.onnx
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version https://git-lfs.github.com/spec/v1
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size 98710743
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onnx/text_model_uint8.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/vision_model_bnb4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/vision_model_int8.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/vision_model_q4.onnx
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version https://git-lfs.github.com/spec/v1
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onnx/vision_model_q4f16.onnx
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onnx/vision_model_uint8.onnx
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