v0.55.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.55.0 for changelog.
- README.md +41 -39
- release_assets.json +5 -5
README.md
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@@ -28,9 +28,9 @@ Below are pre-exported model assets ready for deployment.
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| Runtime | Precision | Chipset | SDK Versions | Download |
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.
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For more device-specific assets and performance metrics, visit **[HuggingFace-WavLM-Base-Plus on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/huggingface_wavlm_base_plus)**.
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@@ -59,42 +59,44 @@ See our repository for [HuggingFace-WavLM-Base-Plus on GitHub](https://github.co
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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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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | ONNX | float |
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® 8
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | ONNX | float |
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA7255P |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA8295P |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS9075 |
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus |
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Snapdragon® 8 Elite Mobile |
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Snapdragon® 8 Gen 3 Mobile |
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA8775P |
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float |
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm®
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| HuggingFace-WavLM-Base-Plus | TFLITE | float |
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## License
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* The license for the original implementation of HuggingFace-WavLM-Base-Plus can be found
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| Runtime | Precision | Chipset | SDK Versions | Download |
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|---|---|---|---|---|
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| ONNX | float | Universal | QAIRT 2.42, ONNX Runtime 1.25.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-onnx-float.zip)
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| QNN_DLC | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-qnn_dlc-float.zip)
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| TFLITE | float | Universal | QAIRT 2.45 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-tflite-float.zip)
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For more device-specific assets and performance metrics, visit **[HuggingFace-WavLM-Base-Plus on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/huggingface_wavlm_base_plus)**.
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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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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 140.019 ms | 1 - 1177 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® X2 Elite | 137.668 ms | 180 - 180 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® X Elite | 311.924 ms | 205 - 205 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 251.325 ms | 1 - 1413 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm® QCS8550 (Proxy) | 328.759 ms | 0 - 227 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 177.21 ms | 1 - 1144 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm® QCS9075 | 387.221 ms | 1 - 46 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm® QCS8750 | 177.21 ms | 1 - 1144 MB | NPU
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| HuggingFace-WavLM-Base-Plus | ONNX | float | Qualcomm® QCS7181 | 311.924 ms | 205 - 205 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 129.22 ms | 0 - 1144 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® X2 Elite | 125.695 ms | 1 - 1 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® X Elite | 293.892 ms | 1 - 1 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 227.388 ms | 0 - 1464 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS8275 | 844.659 ms | 1 - 1090 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 296.482 ms | 1 - 4 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA8775P | 337.247 ms | 1 - 1098 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA8650P | 337.247 ms | 1 - 1098 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA8255P | 337.247 ms | 1 - 1098 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 573.586 ms | 0 - 1584 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA7255P | 844.659 ms | 1 - 1090 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® SA8295P | 438.351 ms | 1 - 1214 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 164.825 ms | 1 - 1069 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS9075 | 365.245 ms | 1 - 3 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS8750 | 164.825 ms | 1 - 1069 MB | NPU
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| HuggingFace-WavLM-Base-Plus | QNN_DLC | float | Qualcomm® QCS7181 | 293.892 ms | 1 - 1 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 166.44 ms | 0 - 1194 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 309.3 ms | 0 - 1597 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® QCS8275 | 939.668 ms | 1 - 1176 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 403.612 ms | 0 - 4 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA8775P | 431.674 ms | 1 - 1179 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA8650P | 431.674 ms | 1 - 1179 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA8255P | 431.674 ms | 1 - 1179 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 617.429 ms | 1 - 1734 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA7255P | 939.668 ms | 1 - 1176 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® SA8295P | 527.024 ms | 0 - 1259 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 199.694 ms | 0 - 1176 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® QCS9075 | 475.563 ms | 0 - 212 MB | NPU
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| HuggingFace-WavLM-Base-Plus | TFLITE | float | Qualcomm® QCS8750 | 199.694 ms | 0 - 1176 MB | NPU
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## License
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* The license for the original implementation of HuggingFace-WavLM-Base-Plus can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"float": {
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"universal_assets": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.
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}
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}
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}
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{
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"version": "0.55.0",
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"precisions": {
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"float": {
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"universal_assets": {
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"qairt": "2.45.0.260326154327",
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"litert": "1.4.3"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-tflite-float.zip"
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},
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"qnn_dlc": {
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"tool_versions": {
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"qairt": "2.45.0.260326154327"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-qnn_dlc-float.zip"
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},
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"onnx": {
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"tool_versions": {
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"qairt": "2.42.0.251225135753_193295",
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"onnx_runtime": "1.25.0"
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},
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"download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/huggingface_wavlm_base_plus/releases/v0.55.0/huggingface_wavlm_base_plus-onnx-float.zip"
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}
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}
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}
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