Xenova/tiny-random-WhisperForConditionalGeneration_timestamped

By Xenova · ↓ 7 · ♥ 0 · Updated 2025-08-27

What's in this repo

This page lists the files in Xenova/tiny-random-WhisperForConditionalGeneration_timestamped, including decoder_model.onnx, decoder_model_merged.onnx, decoder_model_merged_bnb4.onnx and more.

17 ONNX models (.onnx files)
30 files, including 17 .onnx, 9 .json, 1 .md, 1 .txt, 1 .safetensors
Last updated 2025-08-27

ONNX files

File	Size	Download
onnx/decoder_model.onnx	—	Download
onnx/decoder_model_merged.onnx	—	Download
onnx/decoder_model_merged_bnb4.onnx	—	Download
onnx/decoder_model_merged_fp16.onnx	—	Download
onnx/decoder_model_merged_int8.onnx	—	Download
onnx/decoder_model_merged_q4.onnx	—	Download
onnx/decoder_model_merged_q4f16.onnx	—	Download
onnx/decoder_model_merged_quantized.onnx	—	Download
onnx/decoder_model_merged_uint8.onnx	—	Download
onnx/decoder_with_past_model.onnx	—	Download

Showing 10 of 17 .onnx files — see the full file list on the right.

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

Code to generate:

from transformers import WhisperForConditionalGeneration, AutoProcessor

new_config_values = dict(
  d_model = 16,
  decoder_attention_heads = 4,
  decoder_layers = 1,
  encoder_attention_heads = 4,
  encoder_layers = 1,
  num_hidden_layers = 1,

  ignore_mismatched_sizes=True,
)
original_model = WhisperForConditionalGeneration.from_pretrained('openai/whisper-tiny', **new_config_values)
original_model.save_pretrained('converted')

original_processor = AutoProcessor.from_pretrained('openai/whisper-tiny')
original_processor.save_pretrained('converted')

Followed by:

$ mkdir -p ./converted/onnx
$ optimum-cli export onnx -m ./converted ./converted/onnx --task automatic-speech-recognition-with-past
$ find ./converted/onnx -type f ! -name "*.onnx" -delete

Model info

automatic-speech-recognition transformers.js

transformers.js onnx safetensors whisper automatic-speech-recognition region:us

↓ 7 ♥ 0

Created: 2024-06-29

Updated: 2025-08-27

View on Hugging Face

Files (30)

.gitattributes

README.md

added_tokens.json

config.json

generation_config.json

merges.txt

model.safetensors

normalizer.json

onnx/decoder_model.onnx ONNX

onnx/decoder_model_merged.onnx ONNX

onnx/decoder_model_merged_bnb4.onnx ONNX

onnx/decoder_model_merged_fp16.onnx ONNX

onnx/decoder_model_merged_int8.onnx ONNX

onnx/decoder_model_merged_q4.onnx ONNX

onnx/decoder_model_merged_q4f16.onnx ONNX

onnx/decoder_model_merged_quantized.onnx ONNX

onnx/decoder_model_merged_uint8.onnx ONNX

onnx/decoder_with_past_model.onnx ONNX

onnx/encoder_model.onnx ONNX

onnx/encoder_model_bnb4.onnx ONNX

onnx/encoder_model_fp16.onnx ONNX

onnx/encoder_model_q4.onnx ONNX

onnx/encoder_model_q4f16.onnx ONNX

onnx/encoder_model_quantized.onnx ONNX

onnx/encoder_model_uint8.onnx ONNX

preprocessor_config.json

special_tokens_map.json

tokenizer.json

tokenizer_config.json

vocab.json

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