fxmarty/distilbert-base-uncased-finetuned-sst-2-english-int8-dynamic
By fxmarty · ↓ 3 · ♥ 0 · Updated 2022-09-22
What's in this repo
This page lists the files in fxmarty/distilbert-base-uncased-finetuned-sst-2-english-int8-dynamic, including model.onnx.
- 1 ONNX models (.onnx files)
- 8 files, including 4 .json, 1 .md, 1 .onnx, 1 .txt
- Last updated 2022-09-22
ONNX files
| File | Size | Download |
|---|---|---|
| model.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
This model is a fork of https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english , quantized using dynamic Post-Training Quantization (PTQ) with ONNX Runtime and 🤗 Optimum library.
It achieves 0.901 on the validation set.
To load this model:
from optimum.onnxruntime import ORTModelForSequenceClassification
model = ORTModelForSequenceClassification.from_pretrained("fxmarty/distilbert-base-uncased-finetuned-sst-2-english-int8-dynamic")
Model info
Created: 2022-09-22
Updated: 2022-09-22
View on Hugging Face