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mirekphd/whisper-large-v3-onnx-fp16

sourceHugging Facemitupdated 1y agoView on Hugging Face

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license: mit tags:

—automatic-speech-recognition
—whisper
—onnx
—quantized ---

ONNX version of whisper-large-v3-onnx-fp16

This repository contains the ONNX version of the openai/whisper-large-v3 model.

Model Details

The original model can be found here: openai/whisper-large-v3

This is the unquantized FP16 version of the model, offering the highest precision.

Usage

The model can be used with optimum.onnxruntime.ORTModelForSpeechSeq2Seq.

python

from optimum.onnxruntime import ORTModelForSpeechSeq2Seq
from transformers import WhisperProcessor

model_name = "mirekphd/whisper-large-v3-onnx-fp16"
processor = WhisperProcessor.from_pretrained(model_name)
model = ORTModelForSpeechSeq2Seq.from_pretrained(model_name)

# ... add your inference code here ...