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whisper-large-v3-genai
tonythethompson/whisper-large-v3-genai
whisper-large-v3-genai is a automatic speech recognition model from tonythethompson. Use it when you need speech turned into text. It is set up for onnxruntime-genai. The card lists the license as apache-2.0.
openai/whisper-large-v3 exported to ONNX Runtime GenAI format with separate encoder and decoder ONNX files plus external data files.
Access
Public
Updated Jun 15, 2026
Repo size
6.4 GB
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Repo makeup
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.data6.4 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- onnxruntime-genai
- License
- apache-2.0
- Access
- Public
- Created
- May 19, 2026
- Updated
- Jun 15, 2026
- SHA
- 1026306b
Base models
Model card
From the Hugging Face model README
whisper-large-v3-genai
Overview
openai/whisper-large-v3 exported to ONNX Runtime GenAI format with separate encoder and decoder ONNX files plus external data files.
Source
| Field | Value |
|---|---|
| Upstream model | openai/whisper-large-v3 |
| Upstream source revision | 06f233fe06e710322aca913c1bc4249a0d71fce1 |
| Packaging source revision | e745b66a7380580b604215ee3dd83e28d9f1a2b9 |
| Export tool/script | ONNX Runtime GenAI model builder (onnxruntime-genai) |
| Quantization recipe | FP32 weights in GenAI encoder/decoder ONNX layout |
Precision and Packaging
Export tooling, precision, and quantization are recorded in the Source table above. This packaging mirror does not publish independent parity benchmarks; validate on your target execution provider before production use.
Model Details
- Source model:
openai/whisper-large-v3 - Parameters: 1.5B
- Format: ONNX Runtime GenAI encoder/decoder split
- Runtime target: ONNX Runtime GenAI
Files
| File | Description |
|---|---|
encoder.onnx + encoder.onnx.data | Encoder model |
decoder.onnx + decoder.onnx.data | Decoder model |
genai_config.json | ONNX Runtime GenAI session configuration |
audio_processor_config.json | Audio feature extraction configuration |
tokenizer.json + tokenizer_config.json | Tokenizer files |
Intended Use
Run the converted Whisper large-v3 automatic speech recognition model with ONNX Runtime GenAI.
Training Data
This repository does not document training data. See the upstream source model for training data information.
Evaluation
Limitations
- Performance and accuracy may differ from the upstream model depending on runtime, execution provider, and decoding configuration.
- Training data and evaluation details are inherited from the upstream model documentation, not reproduced here.
License
Apache-2.0, matching the upstream openai/whisper-large-v3 model.
- Task
- Automatic Speech Recognition
- Library
- onnxruntime-genai
- License
- apache-2.0
- Languages
- multilingual
- Created
- May 19, 2026
- Updated
- Jun 15, 2026