Xenova/conv-bert-medium-small
By Xenova · ↓ 13 · ♥ 0 · Updated 2025-07-22
What's in this repo
This page lists the files in Xenova/conv-bert-medium-small, including model.onnx, model_bnb4.onnx, model_fp16.onnx and more.
- 7 ONNX models (.onnx files)
- 15 files, including 7 .onnx, 5 .json, 1 .md, 1 .txt
- Last updated 2025-07-22
ONNX files
| File | Size | Download |
|---|---|---|
| onnx/model.onnx | — | Download |
| onnx/model_bnb4.onnx | — | Download |
| onnx/model_fp16.onnx | — | Download |
| onnx/model_q4.onnx | — | Download |
| onnx/model_q4f16.onnx | — | Download |
| onnx/model_quantized.onnx | — | Download |
| onnx/model_uint8.onnx | — | Download |
How to use
These ONNX files can be loaded with ONNX Runtime. To inspect a model graph, upload the file to the Netron viewer. Download links point to the original files on Hugging Face.
README
https://huggingface.co/YituTech/conv-bert-medium-small with ONNX weights to be compatible with Transformers.js.
Usage (Transformers.js)
If you haven't already, you can install the Transformers.js JavaScript library from NPM using:
npm i @huggingface/transformers
Example: Feature extraction w/ Xenova/conv-bert-medium-small.
import { pipeline } from '@huggingface/transformers';
// Create feature extraction pipeline
const extractor = await pipeline('feature-extraction', 'Xenova/conv-bert-medium-small', { dtype: "fp32" }); // Options: "fp32", "fp16", "q8", "q4"
// Perform feature extraction
const output = await extractor('This is a test sentence.');
console.log(output)
// Tensor {
// dims: [ 1, 8, 384 ],
// type: 'float32',
// data: Float32Array(3072) [ 0.5316754579544067, 0.5101212859153748, ... ],
// size: 3072
// }
Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using 🤗 Optimum and structuring your repo like this one (with ONNX weights located in a subfolder named onnx).
Model info
Created: 2023-12-09
Updated: 2025-07-22
View on Hugging Face