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jharshraj/whisper-indian-names-onnx

By jharshraj · ↓ 0 · ♥ 0 · Updated 2025-03-20

What's in this repo

This page lists the files in jharshraj/whisper-indian-names-onnx, including decoder.onnx, decoder_quantized.onnx, encoder.onnx and more.

  • 4 ONNX models (.onnx files)
  • 14 files, including 7 .json, 4 .onnx, 1 .md, 1 .txt
  • Last updated 2025-03-20

ONNX files

File Size Download
decoder.onnx — Download
decoder_quantized.onnx — Download
encoder.onnx — Download
encoder_quantized.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

Quantized ONNX version of jharshraj/whisper-indian-names

This repository contains a quantized ONNX version of the Whisper model fine-tuned for Indian names.

Model Details

Usage

import onnxruntime as ort
from transformers import WhisperProcessor

# Load processor
processor = WhisperProcessor.from_pretrained('MODEL_PATH')

# Load ONNX sessions
encoder_path = 'MODEL_PATH/encoder_quantized.onnx'
decoder_path = 'MODEL_PATH/decoder_quantized.onnx'
ort_session_encoder = ort.InferenceSession(encoder_path)
ort_session_decoder = ort.InferenceSession(decoder_path)

Model info

onnx whisper region:us
↓ 0 ♥ 0

Created: 2025-03-20

Updated: 2025-03-20

View on Hugging Face

Files (14)

.gitattributes
README.md
added_tokens.json
config.json
decoder.onnx ONNX
decoder_quantized.onnx ONNX
encoder.onnx ONNX
encoder_quantized.onnx ONNX
merges.txt
normalizer.json
preprocessor_config.json
special_tokens_map.json
tokenizer_config.json
vocab.json

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