metadata
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
(384-dim sentence embeddings). Built as the English/Latin-query semantic embedder for
toolve 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)
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).