v0.56.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.56.0 for changelog.
- README.md +116 -123
- release_assets.json +51 -42
README.md
CHANGED
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@@ -31,37 +31,38 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.
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| PRECOMPILED_QNN_ONNX | w8a16 |
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm®
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| QNN_CONTEXT_BINARY | w8a16 |
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| VOICE_AI | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 | Snapdragon® 8 Elite
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| VOICE_AI | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
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| VOICE_AI | w8a16 |
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| VOICE_AI | w8a16 | Qualcomm®
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| VOICE_AI | w8a16 | Qualcomm®
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For more device-specific assets and performance metrics, visit **[Whisper-Small-Quantized on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/whisper_small_quantized)**.
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## Performance Summary
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| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
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|---|---|---|---|---|---|---
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon®
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) |
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm®
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 32.
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 |
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 10.
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| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 |
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| decoder | QNN_CONTEXT_BINARY | w8a16 |
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 12.
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| decoder | QNN_CONTEXT_BINARY | w8a16 |
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm®
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| decoder | VOICE_AI | w8a16 | Snapdragon®
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| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8
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| encoder | VOICE_AI | w8a16 | Qualcomm® QCS9075 | 297.079 ms | 0 - 29 MB | NPU
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| encoder | VOICE_AI | w8a16 | Qualcomm® QCM6690 | 4382.54 ms | 1 - 12 MB | NPU
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| encoder | VOICE_AI | w8a16 | Snapdragon® 8 Elite For Galaxy Mobile | 226.25 ms | 1 - 14 MB | NPU
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| encoder | VOICE_AI | w8a16 | Qualcomm® SA7255P | 519.085 ms | 1 - 9 MB | NPU
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| encoder | VOICE_AI | w8a16 | Snapdragon® 7 Gen 4 Mobile | 472.954 ms | 0 - 7 MB | NPU
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| encoder | VOICE_AI | w8a16 | Qualcomm® QCS7790 | 472.954 ms | 0 - 7 MB | NPU
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| encoder | VOICE_AI | w8a16 | Qualcomm® QCS8750 | 226.25 ms | 1 - 14 MB | NPU
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| encoder | VOICE_AI | w8a16 | Qualcomm® QCS7181 | 303.584 ms | 0 - 0 MB | NPU
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## License
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* The license for the original implementation of Whisper-Small-Quantized can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen1.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_qcs8550_proxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_qcm6690.zip)
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| PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_qcs9075.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_x_elite.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_qcs8550_proxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_sa8775p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_sa7255p.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_qcm6690.zip)
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| QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_qcs9075.zip)
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| VOICE_AI | w8a16 | Snapdragon® X2 Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_x2_elite.zip)
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| VOICE_AI | w8a16 | Snapdragon® X Elite | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_x_elite.zip)
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| 57 |
+
| VOICE_AI | w8a16 | Snapdragon® 8 Gen 3 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_8gen3.zip)
|
| 58 |
+
| VOICE_AI | w8a16 | Qualcomm® QCS8550 (Proxy) | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_qcs8550_proxy.zip)
|
| 59 |
+
| VOICE_AI | w8a16 | Qualcomm® SA8775P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_sa8775p.zip)
|
| 60 |
+
| VOICE_AI | w8a16 | Snapdragon® 8 Elite Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip)
|
| 61 |
+
| VOICE_AI | w8a16 | Snapdragon® 7 Gen 4 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_7gen4.zip)
|
| 62 |
+
| VOICE_AI | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip)
|
| 63 |
+
| VOICE_AI | w8a16 | Qualcomm® SA7255P | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_sa7255p.zip)
|
| 64 |
+
| VOICE_AI | w8a16 | Qualcomm® QCM6690 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_qcm6690.zip)
|
| 65 |
+
| VOICE_AI | w8a16 | Qualcomm® QCS9075 | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_qcs9075.zip)
|
| 66 |
|
| 67 |
For more device-specific assets and performance metrics, visit **[Whisper-Small-Quantized on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/whisper_small_quantized)**.
|
| 68 |
|
|
|
|
| 90 |
## Performance Summary
|
| 91 |
| Model | Runtime | Precision | Chipset | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit
|
| 92 |
|---|---|---|---|---|---|---
|
| 93 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 3.926 ms | 33 - 33 MB | NPU
|
| 94 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 7.416 ms | 187 - 187 MB | NPU
|
| 95 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 6.162 ms | 26 - 34 MB | NPU
|
| 96 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 10.099 ms | 37 - 52 MB | NPU
|
| 97 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.886 ms | 28 - 29 MB | NPU
|
| 98 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8450 | 10.099 ms | 37 - 52 MB | NPU
|
| 99 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 32.377 ms | 28 - 37 MB | NPU
|
| 100 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 8.86 ms | 25 - 58 MB | NPU
|
| 101 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 10.575 ms | 28 - 34 MB | NPU
|
| 102 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 4.689 ms | 28 - 40 MB | NPU
|
| 103 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.985 ms | 23 - 31 MB | NPU
|
| 104 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 10.575 ms | 28 - 34 MB | NPU
|
| 105 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 4.689 ms | 28 - 40 MB | NPU
|
| 106 |
+
| decoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 7.416 ms | 187 - 187 MB | NPU
|
| 107 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 4.169 ms | 30 - 30 MB | NPU
|
| 108 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 7.271 ms | 30 - 30 MB | NPU
|
| 109 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.981 ms | 30 - 39 MB | NPU
|
| 110 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 12.513 ms | 30 - 39 MB | NPU
|
| 111 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.856 ms | 30 - 32 MB | NPU
|
| 112 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 30.591 ms | 30 - 37 MB | NPU
|
| 113 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 8.713 ms | 25 - 60 MB | NPU
|
| 114 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 10.4 ms | 30 - 36 MB | NPU
|
| 115 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 4.645 ms | 28 - 42 MB | NPU
|
| 116 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.938 ms | 24 - 33 MB | NPU
|
| 117 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 12.513 ms | 30 - 39 MB | NPU
|
| 118 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 10.4 ms | 30 - 36 MB | NPU
|
| 119 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 4.645 ms | 28 - 42 MB | NPU
|
| 120 |
+
| decoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 7.271 ms | 30 - 30 MB | NPU
|
| 121 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® X2 Elite | 4.316 ms | 30 - 30 MB | NPU
|
| 122 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® X Elite | 7.277 ms | 30 - 30 MB | NPU
|
| 123 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® 8 Gen 3 Mobile | 5.934 ms | 30 - 37 MB | NPU
|
| 124 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS8275 | 12.725 ms | 10 - 17 MB | NPU
|
| 125 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS8550 (Proxy) | 7.926 ms | 30 - 32 MB | NPU
|
| 126 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCM6690 | 29.962 ms | 30 - 37 MB | NPU
|
| 127 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS9075 | 8.662 ms | 25 - 60 MB | NPU
|
| 128 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® 7 Gen 4 Mobile | 10.383 ms | 30 - 37 MB | NPU
|
| 129 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® 8 Elite Mobile | 4.662 ms | 30 - 43 MB | NPU
|
| 130 |
+
| decoder | VOICE_AI | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 3.918 ms | 24 - 33 MB | NPU
|
| 131 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® SA7255P | 12.725 ms | 10 - 17 MB | NPU
|
| 132 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS7790 | 10.383 ms | 30 - 37 MB | NPU
|
| 133 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS8750 | 4.662 ms | 30 - 43 MB | NPU
|
| 134 |
+
| decoder | VOICE_AI | w8a16 | Qualcomm® QCS7181 | 7.277 ms | 30 - 30 MB | NPU
|
| 135 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X2 Elite | 157.34 ms | 66 - 66 MB | NPU
|
| 136 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® X Elite | 301.972 ms | 127 - 127 MB | NPU
|
| 137 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 3 Mobile | 271.303 ms | 58 - 65 MB | NPU
|
| 138 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Gen 1 Mobile | 306.977 ms | 64 - 78 MB | NPU
|
| 139 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8550 (Proxy) | 372.687 ms | 52 - 53 MB | NPU
|
| 140 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8450 | 306.977 ms | 64 - 78 MB | NPU
|
| 141 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCM6690 | 4492.943 ms | 2 - 13 MB | NPU
|
| 142 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS9075 | 298.137 ms | 64 - 67 MB | NPU
|
| 143 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 7 Gen 4 Mobile | 477.335 ms | 48 - 58 MB | NPU
|
| 144 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Mobile | 224.256 ms | 64 - 75 MB | NPU
|
| 145 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 174.077 ms | 64 - 78 MB | NPU
|
| 146 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7790 | 477.335 ms | 48 - 58 MB | NPU
|
| 147 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS8750 | 224.256 ms | 64 - 75 MB | NPU
|
| 148 |
+
| encoder | PRECOMPILED_QNN_ONNX | w8a16 | Qualcomm® QCS7181 | 301.972 ms | 127 - 127 MB | NPU
|
| 149 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X2 Elite | 157.161 ms | 0 - 0 MB | NPU
|
| 150 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® X Elite | 302.31 ms | 0 - 0 MB | NPU
|
| 151 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Gen 3 Mobile | 270.388 ms | 3 - 10 MB | NPU
|
| 152 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8275 | 518.157 ms | 1 - 8 MB | NPU
|
| 153 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8550 (Proxy) | 376.895 ms | 1 - 3 MB | NPU
|
| 154 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCM6690 | 4449.38 ms | 1 - 13 MB | NPU
|
| 155 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS9075 | 297.144 ms | 0 - 29 MB | NPU
|
| 156 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 7 Gen 4 Mobile | 490.096 ms | 1 - 7 MB | NPU
|
| 157 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Mobile | 222.448 ms | 1 - 10 MB | NPU
|
| 158 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 180.871 ms | 1 - 13 MB | NPU
|
| 159 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® SA7255P | 518.157 ms | 1 - 8 MB | NPU
|
| 160 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7790 | 490.096 ms | 1 - 7 MB | NPU
|
| 161 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS8750 | 222.448 ms | 1 - 10 MB | NPU
|
| 162 |
+
| encoder | QNN_CONTEXT_BINARY | w8a16 | Qualcomm® QCS7181 | 302.31 ms | 0 - 0 MB | NPU
|
| 163 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® X2 Elite | 156.726 ms | 0 - 0 MB | NPU
|
| 164 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® X Elite | 305.709 ms | 0 - 0 MB | NPU
|
| 165 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® 8 Gen 3 Mobile | 268.687 ms | 1 - 8 MB | NPU
|
| 166 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS8275 | 516.993 ms | 1 - 9 MB | NPU
|
| 167 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS8550 (Proxy) | 364.857 ms | 1 - 3 MB | NPU
|
| 168 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCM6690 | 4431.688 ms | 1 - 13 MB | NPU
|
| 169 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS9075 | 297.037 ms | 0 - 29 MB | NPU
|
| 170 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® 7 Gen 4 Mobile | 485.403 ms | 1 - 7 MB | NPU
|
| 171 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® 8 Elite Mobile | 228.111 ms | 1 - 10 MB | NPU
|
| 172 |
+
| encoder | VOICE_AI | w8a16 | Snapdragon® 8 Elite Gen 5 Mobile | 174.642 ms | 1 - 11 MB | NPU
|
| 173 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® SA7255P | 516.993 ms | 1 - 9 MB | NPU
|
| 174 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS7790 | 485.403 ms | 1 - 7 MB | NPU
|
| 175 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS8750 | 228.111 ms | 1 - 10 MB | NPU
|
| 176 |
+
| encoder | VOICE_AI | w8a16 | Qualcomm® QCS7181 | 305.709 ms | 0 - 0 MB | NPU
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 177 |
|
| 178 |
## License
|
| 179 |
* The license for the original implementation of Whisper-Small-Quantized can be found
|
release_assets.json
CHANGED
|
@@ -1,5 +1,5 @@
|
|
| 1 |
{
|
| 2 |
-
"version": "0.
|
| 3 |
"precisions": {
|
| 4 |
"w8a16": {
|
| 5 |
"chipset_assets": {
|
|
@@ -8,20 +8,20 @@
|
|
| 8 |
"tool_versions": {
|
| 9 |
"qairt": "2.45.0.260326154327"
|
| 10 |
},
|
| 11 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 12 |
},
|
| 13 |
"precompiled_qnn_onnx": {
|
| 14 |
"tool_versions": {
|
| 15 |
-
"qairt": "2.
|
| 16 |
"onnx_runtime": "1.25.0"
|
| 17 |
},
|
| 18 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 19 |
},
|
| 20 |
"voice_ai": {
|
| 21 |
"tool_versions": {
|
| 22 |
"qairt": "2.45.0.260326154327"
|
| 23 |
},
|
| 24 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 25 |
}
|
| 26 |
},
|
| 27 |
"qualcomm-snapdragon-8-elite-for-galaxy": {
|
|
@@ -29,20 +29,20 @@
|
|
| 29 |
"tool_versions": {
|
| 30 |
"qairt": "2.45.0.260326154327"
|
| 31 |
},
|
| 32 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 33 |
},
|
| 34 |
"precompiled_qnn_onnx": {
|
| 35 |
"tool_versions": {
|
| 36 |
-
"qairt": "2.
|
| 37 |
"onnx_runtime": "1.25.0"
|
| 38 |
},
|
| 39 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 40 |
},
|
| 41 |
"voice_ai": {
|
| 42 |
"tool_versions": {
|
| 43 |
"qairt": "2.45.0.260326154327"
|
| 44 |
},
|
| 45 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 46 |
}
|
| 47 |
},
|
| 48 |
"qualcomm-snapdragon-7gen4": {
|
|
@@ -50,41 +50,41 @@
|
|
| 50 |
"tool_versions": {
|
| 51 |
"qairt": "2.45.0.260326154327"
|
| 52 |
},
|
| 53 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 54 |
},
|
| 55 |
"precompiled_qnn_onnx": {
|
| 56 |
"tool_versions": {
|
| 57 |
-
"qairt": "2.
|
| 58 |
"onnx_runtime": "1.25.0"
|
| 59 |
},
|
| 60 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 61 |
},
|
| 62 |
"voice_ai": {
|
| 63 |
"tool_versions": {
|
| 64 |
"qairt": "2.45.0.260326154327"
|
| 65 |
},
|
| 66 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 67 |
}
|
| 68 |
},
|
| 69 |
-
"qualcomm-snapdragon-8-elite-gen5": {
|
| 70 |
"qnn_context_binary": {
|
| 71 |
"tool_versions": {
|
| 72 |
"qairt": "2.45.0.260326154327"
|
| 73 |
},
|
| 74 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 75 |
},
|
| 76 |
"precompiled_qnn_onnx": {
|
| 77 |
"tool_versions": {
|
| 78 |
-
"qairt": "2.
|
| 79 |
"onnx_runtime": "1.25.0"
|
| 80 |
},
|
| 81 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 82 |
},
|
| 83 |
"voice_ai": {
|
| 84 |
"tool_versions": {
|
| 85 |
"qairt": "2.45.0.260326154327"
|
| 86 |
},
|
| 87 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 88 |
}
|
| 89 |
},
|
| 90 |
"qualcomm-snapdragon-x-elite": {
|
|
@@ -92,20 +92,20 @@
|
|
| 92 |
"tool_versions": {
|
| 93 |
"qairt": "2.45.0.260326154327"
|
| 94 |
},
|
| 95 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 96 |
},
|
| 97 |
"precompiled_qnn_onnx": {
|
| 98 |
"tool_versions": {
|
| 99 |
-
"qairt": "2.
|
| 100 |
"onnx_runtime": "1.25.0"
|
| 101 |
},
|
| 102 |
-
"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.
|
| 103 |
},
|
| 104 |
"voice_ai": {
|
| 105 |
"tool_versions": {
|
| 106 |
"qairt": "2.45.0.260326154327"
|
| 107 |
},
|
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-
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{
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"chipset_assets": {
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8gen3.zip"
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"precompiled_qnn_onnx": {
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8gen3.zip"
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"voice_ai": {
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_8gen3.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
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"onnx_runtime": "1.25.0"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_8_elite_for_galaxy.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_7gen4.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_7gen4.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-qnn_context_binary-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_8_elite_gen5_for_galaxy.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x_elite.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-precompiled_qnn_onnx-w8a16-qualcomm_snapdragon_x2_elite.zip"
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/releases/v0.56.0/whisper_small_quantized-voice_ai-w8a16-qualcomm_snapdragon_x2_elite.zip"
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