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Whisper-Tiny

Automatic Speech Recognition
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android
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v0.44.0

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See https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.

Files changed (47) hide show
  1. DEPLOYMENT_MODEL_LICENSE.pdf +0 -3
  2. LICENSE +0 -1
  3. README.md +36 -37
  4. precompiled/qualcomm-qcs8275-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  5. precompiled/qualcomm-qcs8275-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  6. precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml +1 -1
  7. precompiled/qualcomm-qcs8450-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  8. precompiled/qualcomm-qcs8450-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +1 -1
  9. precompiled/qualcomm-qcs8450-proxy/tool-versions.yaml +1 -1
  10. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  11. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  12. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  13. precompiled/qualcomm-qcs8550-proxy/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  14. precompiled/qualcomm-qcs9075-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  15. precompiled/qualcomm-qcs9075-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  16. precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml +1 -1
  17. precompiled/qualcomm-sa7255p/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  18. precompiled/qualcomm-sa7255p/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  19. precompiled/qualcomm-sa7255p/tool-versions.yaml +1 -1
  20. precompiled/qualcomm-sa8255p-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  21. precompiled/qualcomm-sa8255p-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  22. precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml +1 -1
  23. precompiled/qualcomm-sa8295p/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  24. precompiled/qualcomm-sa8295p/Whisper-Tiny_HfWhisperEncoder_float.bin +1 -1
  25. precompiled/qualcomm-sa8295p/tool-versions.yaml +1 -1
  26. precompiled/qualcomm-sa8650p-proxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  27. precompiled/qualcomm-sa8650p-proxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  28. precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml +1 -1
  29. precompiled/qualcomm-sa8775p/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  30. precompiled/qualcomm-sa8775p/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  31. precompiled/qualcomm-sa8775p/tool-versions.yaml +1 -1
  32. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  33. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  34. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  35. precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  36. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperDecoder_float.bin +2 -2
  37. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  38. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperEncoder_float.bin +1 -1
  39. precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  40. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  41. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  42. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  43. precompiled/qualcomm-snapdragon-8gen3/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
  44. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperDecoder_float.bin +1 -1
  45. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperDecoder_float.onnx.zip +2 -2
  46. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperEncoder_float.bin +2 -2
  47. precompiled/qualcomm-snapdragon-x-elite/Whisper-Tiny_HfWhisperEncoder_float.onnx.zip +2 -2
DEPLOYMENT_MODEL_LICENSE.pdf DELETED
@@ -1,3 +0,0 @@
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LICENSE CHANGED
@@ -1,2 +1 @@
1
  The license of the original trained model can be found at https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE.
2
- The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
 
1
  The license of the original trained model can be found at https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE.
 
README.md CHANGED
@@ -39,42 +39,42 @@ More details on model performance across various devices, can be found
39
 
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
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- | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 57.135 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 48.694 ms | 1 - 18 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 18.126 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 20.62 ms | 4 - 38 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 21.295 ms | 0 - 10 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 57.135 ms | 1 - 10 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 18.455 ms | 1 - 4 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 41.049 ms | 0 - 17 MB | NPU | Use Export Script |
50
- | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 18.218 ms | 1 - 3 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 21.295 ms | 0 - 10 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 13.565 ms | 0 - 20 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 15.781 ms | 20 - 39 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 9.295 ms | 0 - 17 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 11.499 ms | 20 - 31 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 7.487 ms | 0 - 12 MB | NPU | Use Export Script |
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- | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 9.6 ms | 20 - 30 MB | NPU | Use Export Script |
58
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 18.653 ms | 0 - 0 MB | NPU | Use Export Script |
59
- | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 19.78 ms | 33 - 33 MB | NPU | Use Export Script |
60
- | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 3.635 ms | 9 - 19 MB | NPU | Use Export Script |
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- | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 2.694 ms | 10 - 27 MB | NPU | Use Export Script |
62
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 2.133 ms | 1 - 4 MB | NPU | Use Export Script |
63
- | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 2.546 ms | 0 - 87 MB | NPU | Use Export Script |
64
- | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 2.669 ms | 2 - 11 MB | NPU | Use Export Script |
65
- | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 3.635 ms | 9 - 19 MB | NPU | Use Export Script |
66
- | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 2.141 ms | 10 - 13 MB | NPU | Use Export Script |
67
- | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 2.972 ms | 10 - 25 MB | NPU | Use Export Script |
68
- | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 2.122 ms | 10 - 12 MB | NPU | Use Export Script |
69
- | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 2.669 ms | 2 - 11 MB | NPU | Use Export Script |
70
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 1.657 ms | 0 - 19 MB | NPU | Use Export Script |
71
- | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 1.846 ms | 13 - 33 MB | NPU | Use Export Script |
72
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 1.343 ms | 0 - 17 MB | NPU | Use Export Script |
73
- | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 1.5 ms | 0 - 11 MB | NPU | Use Export Script |
74
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 1.294 ms | 1 - 13 MB | NPU | Use Export Script |
75
- | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 1.474 ms | 1 - 11 MB | NPU | Use Export Script |
76
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 1.94 ms | 10 - 10 MB | NPU | Use Export Script |
77
- | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 1.96 ms | 83 - 83 MB | NPU | Use Export Script |
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@@ -237,7 +237,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
237
  ## License
238
  * The license for the original implementation of Whisper-Tiny can be found
239
  [here](https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE).
240
- * The license for the compiled assets for on-device deployment can be found [here](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/Qualcomm+AI+Hub+Proprietary+License.pdf)
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
41
  |---|---|---|---|---|---|---|---|---|
42
+ | HfWhisperEncoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 57.424 ms | 0 - 9 MB | NPU | Use Export Script |
43
+ | HfWhisperEncoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 48.98 ms | 1 - 20 MB | NPU | Use Export Script |
44
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 18.207 ms | 0 - 3 MB | NPU | Use Export Script |
45
+ | HfWhisperEncoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 20.641 ms | 4 - 45 MB | NPU | Use Export Script |
46
+ | HfWhisperEncoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 95.138 ms | 1 - 10 MB | NPU | Use Export Script |
47
+ | HfWhisperEncoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 57.424 ms | 0 - 9 MB | NPU | Use Export Script |
48
+ | HfWhisperEncoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 18.151 ms | 1 - 3 MB | NPU | Use Export Script |
49
+ | HfWhisperEncoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 41.013 ms | 1 - 17 MB | NPU | Use Export Script |
50
+ | HfWhisperEncoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 18.302 ms | 1 - 3 MB | NPU | Use Export Script |
51
+ | HfWhisperEncoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 95.138 ms | 1 - 10 MB | NPU | Use Export Script |
52
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 13.476 ms | 0 - 19 MB | NPU | Use Export Script |
53
+ | HfWhisperEncoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 15.987 ms | 19 - 38 MB | NPU | Use Export Script |
54
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 9.327 ms | 0 - 17 MB | NPU | Use Export Script |
55
+ | HfWhisperEncoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 11.383 ms | 20 - 34 MB | NPU | Use Export Script |
56
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 7.562 ms | 0 - 11 MB | NPU | Use Export Script |
57
+ | HfWhisperEncoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 9.676 ms | 19 - 30 MB | NPU | Use Export Script |
58
+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 18.661 ms | 0 - 0 MB | NPU | Use Export Script |
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+ | HfWhisperEncoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 19.83 ms | 33 - 33 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 3.637 ms | 7 - 16 MB | NPU | Use Export Script |
61
+ | HfWhisperDecoder | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 2.632 ms | 10 - 27 MB | NPU | Use Export Script |
62
+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 2.186 ms | 10 - 13 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 2.44 ms | 0 - 88 MB | NPU | Use Export Script |
64
+ | HfWhisperDecoder | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 2.686 ms | 2 - 12 MB | NPU | Use Export Script |
65
+ | HfWhisperDecoder | float | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 3.637 ms | 7 - 16 MB | NPU | Use Export Script |
66
+ | HfWhisperDecoder | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 2.164 ms | 7 - 9 MB | NPU | Use Export Script |
67
+ | HfWhisperDecoder | float | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 2.967 ms | 10 - 24 MB | NPU | Use Export Script |
68
+ | HfWhisperDecoder | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 2.138 ms | 10 - 13 MB | NPU | Use Export Script |
69
+ | HfWhisperDecoder | float | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 2.686 ms | 2 - 12 MB | NPU | Use Export Script |
70
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 1.647 ms | 0 - 20 MB | NPU | Use Export Script |
71
+ | HfWhisperDecoder | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 1.855 ms | 13 - 33 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 1.326 ms | 0 - 16 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 1.509 ms | 0 - 14 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 1.297 ms | 1 - 12 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 1.432 ms | 1 - 11 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 1.916 ms | 10 - 10 MB | NPU | Use Export Script |
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+ | HfWhisperDecoder | float | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 2.012 ms | 84 - 84 MB | NPU | Use Export Script |
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  ## License
238
  * The license for the original implementation of Whisper-Tiny can be found
239
  [here](https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE).
 
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