osanseviero2/distilbert-base-uncased-finetuned-quantized
By osanseviero2 · ↓ 6 · ♥ 0 · Updated 2023-10-19
What's in this repo
This page lists the files in osanseviero2/distilbert-base-uncased-finetuned-quantized, including model.onnx, model_quantized.onnx.
- 2 ONNX models (.onnx files)
- 9 files, including 4 .json, 2 .onnx, 1 .md, 1 .txt
- Last updated 2023-10-19
ONNX files
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/distilbert-base-uncased-finetuned-sst-2-english with ONNX weights to be compatible with Transformers.js.
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).
transformers_js_py
from transformers_js import import_transformers_js import gradio as gr
transformers = await import_transformers_js() pipeline = transformers.pipeline pipe = await pipeline('sentiment-analysis', 'osanseviero/distilbert-base-uncased-finetuned-quantized')
async def classify(text): return await pipe(text)
demo = gr.Interface(classify, "textbox", "json") demo.launch()
Model info
Created: 2023-10-19
Updated: 2023-10-19
View on Hugging FaceFiles (9)
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