Add model/dataset card (README.md)
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README.md
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---
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license: apache-2.0
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base_model: sentence-transformers/all-MiniLM-L6-v2
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base_model_relation: quantized
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library_name: onnx
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tags:
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- onnx
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- int8
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- feature-extraction
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- color-picker
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- embed
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---
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# all-MiniLM-L6-v2 · INT8 ONNX (colour search embedder)
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Single-file INT8 ONNX export of [`sentence-transformers/all-MiniLM-L6-v2`](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2)
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(384-dim sentence embeddings). Built as the English/Latin-query semantic embedder for
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[toolve](https://toolve.net) colour-search tools: 23 MB, runs fully client-side via
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transformers.js or onnxruntime-web, no server round-trip.
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## Files
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| File | Size | Notes |
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|---|---|---|
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| `onnx/model_int8.onnx` | 23 MB | INT8 dynamic-quantized BertModel |
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| `tokenizer.json` | — | unchanged from upstream |
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| `config.json` / `tokenizer_config.json` | — | unchanged from upstream |
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| `manifest.json` | — | sha256 + size of every file, for integrity checks |
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## Usage (transformers.js)
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```js
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import { pipeline } from '@xenova/transformers';
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const extractor = await pipeline('feature-extraction', 'androidli/colorpicker-models', { quantized: true });
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const emb = await extractor('deep teal', { pooling: 'mean', normalize: true });
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```
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## License
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Inherited from upstream: **Apache-2.0** (`sentence-transformers/all-MiniLM-L6-v2`,
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base `nreimers/MiniLM-L6-H384-uncased`).
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