---
license: apache-2.0
base_model: sentence-transformers/all-MiniLM-L6-v2
base_model_relation: quantized
library_name: onnx
tags:
- onnx
- int8
- feature-extraction
- color-picker
- embed
---

# all-MiniLM-L6-v2 · INT8 ONNX (colour search embedder)

Single-file INT8 ONNX export of [`sentence-transformers/all-MiniLM-L6-v2`](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2)
(384-dim sentence embeddings). Built as the English/Latin-query semantic embedder for
[toolve](https://toolve.net) colour-search tools: 23 MB, runs fully client-side via
transformers.js or onnxruntime-web, no server round-trip.

## Files

| File | Size | Notes |
|---|---|---|
| `onnx/model_int8.onnx` | 23 MB | INT8 dynamic-quantized BertModel |
| `tokenizer.json` | — | unchanged from upstream |
| `config.json` / `tokenizer_config.json` | — | unchanged from upstream |
| `manifest.json` | — | sha256 + size of every file, for integrity checks |

## Usage (transformers.js)

```js
import { pipeline } from '@xenova/transformers';
const extractor = await pipeline('feature-extraction', 'androidli/colorpicker-models', { quantized: true });
const emb = await extractor('deep teal', { pooling: 'mean', normalize: true });
```

## License

Inherited from upstream: **Apache-2.0** (`sentence-transformers/all-MiniLM-L6-v2`,
base `nreimers/MiniLM-L6-H384-uncased`).