v0.39.0

See https://github.com/quic/ai-hub-models/releases/v0.39.0 for changelog.

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+DEPLOYMENT_MODEL_LICENSE.pdf filter=lfs diff=lfs merge=lfs -text

DEPLOYMENT_MODEL_LICENSE.pdf

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4409f93b0e82531303b3e10f52f1fdfb56467a25f05b7441c6bbd8bb8a64b42c
+size 109629

LICENSE

@@ -0,0 +1,2 @@
+The license of the original trained model can be found at https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE.
+The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.

README.md

@@ -0,0 +1,181 @@
+---
+library_name: pytorch
+license: other
+tags:
+- foundation
+- android
+pipeline_tag: automatic-speech-recognition
+
+---
+
+![](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/whisper_small_quantized/web-assets/model_demo.png)
+
+# Whisper-Small-Quantized: Optimized for Mobile Deployment
+## Transformer-based automatic speech recognition (ASR) model for multilingual transcription and translation available on HuggingFace
+
+
+We have applied w8a16 quantization to significantly enhance performance and efficiency. HuggingFace Whisper-Small ASR (Automatic Speech Recognition) model is a state-of-the-art system designed for transcribing spoken language into written text. This model is based on the transformer architecture and has been optimized for edge inference by replacing Multi-Head Attention (MHA) with Single-Head Attention (SHA) and linear layers with convolutional (conv) layers. It exhibits robust performance in realistic, noisy environments, making it highly reliable for real-world applications. Specifically, it excels in long-form transcription, capable of accurately transcribing audio clips up to 30 seconds long. Time to the first token is the encoder's latency, while time to each additional token is decoder's latency, where we assume a max decoded length specified below.
+
+This model is an implementation of Whisper-Small-Quantized found [here](https://github.com/huggingface/transformers/tree/v4.42.3/src/transformers/models/whisper).
+
+
+This repository provides scripts to run Whisper-Small-Quantized on Qualcomm® devices.
+More details on model performance across various devices, can be found
+[here](https://aihub.qualcomm.com/models/whisper_small_quantized).
+
+
+
+### Model Details
+
+- **Model Type:** Model_use_case.speech_recognition
+- **Model Stats:**
+  - Model checkpoint: openai/whisper-small
+  - Input resolution: 80x3000 (30 seconds audio)
+  - Max decoded sequence length: 200 tokens
+
+| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
+|---|---|---|---|---|---|---|---|---|
+| WhisperSmallEncoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 128.052 ms | 1 - 10 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 112.608 ms | 1 - 21 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 62.325 ms | 1 - 3 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 62.524 ms | 0 - 115 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 58.95 ms | 1 - 10 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_CONTEXT_BINARY | 613.165 ms | 1 - 13 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 612.722 ms | 29 - 40 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 128.052 ms | 1 - 10 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 61.478 ms | 0 - 3 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 80.04 ms | 1 - 17 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 62.303 ms | 1 - 3 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 58.95 ms | 1 - 10 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 43.635 ms | 1 - 19 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 44.395 ms | 56 - 75 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 35.072 ms | 1 - 14 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 36.148 ms | 54 - 67 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 191.005 ms | 1 - 15 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 184.911 ms | 54 - 63 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 28.292 ms | 0 - 12 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 28.678 ms | 61 - 72 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 61.61 ms | 0 - 0 MB | NPU | Use Export Script |
+| WhisperSmallEncoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 61.896 ms | 108 - 108 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_CONTEXT_BINARY | 13.422 ms | 27 - 36 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_CONTEXT_BINARY | 11.469 ms | 29 - 46 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_CONTEXT_BINARY | 8.49 ms | 30 - 33 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | PRECOMPILED_QNN_ONNX | 8.83 ms | 30 - 32 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_CONTEXT_BINARY | 9.441 ms | 24 - 34 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | QNN_CONTEXT_BINARY | 32.888 ms | 27 - 38 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | RB3 Gen 2 (Proxy) | Qualcomm® QCS6490 (Proxy) | PRECOMPILED_QNN_ONNX | 34.862 ms | 37 - 49 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | SA7255P ADP | Qualcomm® SA7255P | QNN_CONTEXT_BINARY | 13.422 ms | 27 - 36 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_CONTEXT_BINARY | 8.26 ms | 35 - 37 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | SA8295P ADP | Qualcomm® SA8295P | QNN_CONTEXT_BINARY | 10.538 ms | 30 - 46 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_CONTEXT_BINARY | 8.403 ms | 26 - 28 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | SA8775P ADP | Qualcomm® SA8775P | QNN_CONTEXT_BINARY | 9.441 ms | 24 - 34 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_CONTEXT_BINARY | 6.394 ms | 30 - 48 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | PRECOMPILED_QNN_ONNX | 6.854 ms | 38 - 57 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_CONTEXT_BINARY | 4.825 ms | 28 - 42 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | PRECOMPILED_QNN_ONNX | 5.182 ms | 26 - 42 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | QNN_CONTEXT_BINARY | 11.331 ms | 30 - 45 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 7 Gen 5 QRD | Snapdragon® 7 Gen 5 Mobile | PRECOMPILED_QNN_ONNX | 11.918 ms | 38 - 50 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_CONTEXT_BINARY | 4.047 ms | 28 - 40 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | PRECOMPILED_QNN_ONNX | 4.395 ms | 37 - 48 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_CONTEXT_BINARY | 7.733 ms | 30 - 30 MB | NPU | Use Export Script |
+| WhisperSmallDecoderQuantizable | w8a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | PRECOMPILED_QNN_ONNX | 7.756 ms | 186 - 186 MB | NPU | Use Export Script |
+
+
+
+
+## Installation
+
+
+Install the package via pip:
+```bash
+pip install "qai-hub-models[whisper-small-quantized]"
+```
+
+
+## Configure Qualcomm® AI Hub to run this model on a cloud-hosted device
+
+Sign-in to [Qualcomm® AI Hub](https://app.aihub.qualcomm.com/) with your
+Qualcomm® ID. Once signed in navigate to `Account -> Settings -> API Token`.
+
+With this API token, you can configure your client to run models on the cloud
+hosted devices.
+```bash
+qai-hub configure --api_token API_TOKEN
+```
+Navigate to [docs](https://app.aihub.qualcomm.com/docs/) for more information.
+
+
+
+## Demo off target
+
+The package contains a simple end-to-end demo that downloads pre-trained
+weights and runs this model on a sample input.
+
+```bash
+python -m qai_hub_models.models.whisper_small_quantized.demo
+```
+
+The above demo runs a reference implementation of pre-processing, model
+inference, and post processing.
+
+**NOTE**: If you want running in a Jupyter Notebook or Google Colab like
+environment, please add the following to your cell (instead of the above).
+```
+%run -m qai_hub_models.models.whisper_small_quantized.demo
+```
+
+
+### Run model on a cloud-hosted device
+
+In addition to the demo, you can also run the model on a cloud-hosted Qualcomm®
+device. This script does the following:
+* Performance check on-device on a cloud-hosted device
+* Downloads compiled assets that can be deployed on-device for Android.
+* Accuracy check between PyTorch and on-device outputs.
+
+```bash
+python -m qai_hub_models.models.whisper_small_quantized.export
+```
+
+
+
+
+
+
+## Deploying compiled model to Android
+
+
+The models can be deployed using multiple runtimes:
+- TensorFlow Lite (`.tflite` export): [This
+  tutorial](https://www.tensorflow.org/lite/android/quickstart) provides a
+  guide to deploy the .tflite model in an Android application.
+
+
+- QNN (`.so` export ): This [sample
+  app](https://docs.qualcomm.com/bundle/publicresource/topics/80-63442-50/sample_app.html)
+provides instructions on how to use the `.so` shared library  in an Android application.
+
+
+## View on Qualcomm® AI Hub
+Get more details on Whisper-Small-Quantized's performance across various devices [here](https://aihub.qualcomm.com/models/whisper_small_quantized).
+Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
+
+
+## License
+* The license for the original implementation of Whisper-Small-Quantized can be found
+  [here](https://github.com/huggingface/transformers/blob/v4.42.3/LICENSE).
+* 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)
+
+
+
+## References
+* [Robust Speech Recognition via Large-Scale Weak Supervision](https://cdn.openai.com/papers/whisper.pdf)
+* [Source Model Implementation](https://github.com/huggingface/transformers/tree/v4.42.3/src/transformers/models/whisper)
+
+
+
+## Community
+* Join [our AI Hub Slack community](https://aihub.qualcomm.com/community/slack) to collaborate, post questions and learn more about on-device AI.
+* For questions or feedback please [reach out to us](mailto:[email protected]).
+
+

precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ddc997b35f6ed3a6791734bc03a0fbeaf0edfd423dfa1c306a5863f8f9eab57a
+size 223879168

precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a6910473b32f3f42e074b7effa5d7f90a46b3604e3772bd801cc1a72bf9019fe
+size 193518242

precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14a567f9876799271f59773500e1abae07d5acd12f189cb39641d7c1b2fcf5c0
+size 139366400

precompiled/qualcomm-qcs6490-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f1f1b59bfe33bf27d3f9c71203f3ee359e0f4c99a600a2a44a0ae53063c513b
+size 102104980

precompiled/qualcomm-qcs6490-proxy/tool-versions.yaml

@@ -0,0 +1,4 @@
+tool_versions:
+  precompiled_qnn_onnx:
+    qairt: 2.37.1.250807093845_124904
+    onnx_runtime: 1.22.2

precompiled/qualcomm-qcs8275-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be9d53a61cd042767ed23fe9a4bd948a55500ec4466241bbe14fd126c916ddff
+size 225382400

precompiled/qualcomm-qcs8275-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0ae251ada265b7ef935120145f582294d148b0cc1f1287fee1f27440bfd27f4
+size 111763456

precompiled/qualcomm-qcs8275-proxy/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126-auto

precompiled/qualcomm-qcs8450-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:149d1cc2dd6a5a199dfc87746e35b0bfc2b26f8df17920ad4b550efe45bf8185
+size 223621120

precompiled/qualcomm-qcs8450-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e83edc665ecb6441a03f5b9a22bebc74567055dd846608adcb3facbabe24f2c7
+size 111304704

precompiled/qualcomm-qcs8450-proxy/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126

precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:775e604c8aa126be4e8feaad136cf684529419971c54193b82372d0c877f7313
+size 225378304

precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:942d2ad825c8ee376f6a3afac08aea7cf7a85f4512b01b3cb3f6e75c58d2e329
+size 193590896

precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e399625ac74cdece9c4215332390ad40f6c95b60fcbf989c0ebbe4d368503c3e
+size 112140288

precompiled/qualcomm-qcs8550-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c01889fc929c33be789b4f6f7db40890176dc6e350390945b0130420ba7e8d63
+size 93996909

precompiled/qualcomm-qcs8550-proxy/tool-versions.yaml

@@ -0,0 +1,4 @@
+tool_versions:
+  precompiled_qnn_onnx:
+    qairt: 2.37.1.250807093845_124904
+    onnx_runtime: 1.22.2

precompiled/qualcomm-qcs9075-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17a87c1210a73669160770d96f6a961d371b47107d7cfe22253a40ce0c2adc40
+size 225386496

precompiled/qualcomm-qcs9075-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f128bc249bbf1d7c20aefb3fd14d3c756d440c13280db413515821ca83bc77e8
+size 111874048

precompiled/qualcomm-qcs9075-proxy/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126-auto

precompiled/qualcomm-sa7255p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be9d53a61cd042767ed23fe9a4bd948a55500ec4466241bbe14fd126c916ddff
+size 225382400

precompiled/qualcomm-sa7255p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0ae251ada265b7ef935120145f582294d148b0cc1f1287fee1f27440bfd27f4
+size 111763456

precompiled/qualcomm-sa7255p/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126-auto

precompiled/qualcomm-sa8255p-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:775e604c8aa126be4e8feaad136cf684529419971c54193b82372d0c877f7313
+size 225378304

precompiled/qualcomm-sa8255p-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e399625ac74cdece9c4215332390ad40f6c95b60fcbf989c0ebbe4d368503c3e
+size 112140288

precompiled/qualcomm-sa8255p-proxy/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126

precompiled/qualcomm-sa8295p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5f06ce724e767be088840f779d8f4eed1ba798f0988f7ef05197274aa2c60ae5
+size 223612928

precompiled/qualcomm-sa8295p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a001f5170df5123789da48235d533e5ba4cb16ea6ef420a9785b7d19d239a32
+size 111091712

precompiled/qualcomm-sa8295p/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126-auto

precompiled/qualcomm-sa8650p-proxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:775e604c8aa126be4e8feaad136cf684529419971c54193b82372d0c877f7313
+size 225378304

precompiled/qualcomm-sa8650p-proxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e399625ac74cdece9c4215332390ad40f6c95b60fcbf989c0ebbe4d368503c3e
+size 112140288

precompiled/qualcomm-sa8650p-proxy/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126

precompiled/qualcomm-sa8775p/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17a87c1210a73669160770d96f6a961d371b47107d7cfe22253a40ce0c2adc40
+size 225386496

precompiled/qualcomm-sa8775p/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f128bc249bbf1d7c20aefb3fd14d3c756d440c13280db413515821ca83bc77e8
+size 111874048

precompiled/qualcomm-sa8775p/tool-versions.yaml

@@ -0,0 +1,3 @@
+tool_versions:
+  qnn_context_binary:
+    qairt: 2.38.0.250901140452_125126-auto

precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10e35e415e36c9fd6892638dc277a7a3dd31743b03c9ab26b3a949b375b84c86
+size 225517568

precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce962ea1182d2f6e87cb85db46fb996cbeb5ac2841fd18bebab25eaeefdc3523
+size 193634989

precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ae81f1b393b7134caf3bbed0d76625fe02feabbc8c51a9ea641a4e97a1dc9f5
+size 147673088

precompiled/qualcomm-snapdragon-7gen5/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03c5a1cc569e80d4b25dbbf9d08095b905971e91499702ea8adaf433978bea0c
+size 110006845

precompiled/qualcomm-snapdragon-7gen5/tool-versions.yaml

@@ -0,0 +1,4 @@
+tool_versions:
+  precompiled_qnn_onnx:
+    qairt: 2.37.1.250807093845_124904
+    onnx_runtime: 1.22.2

precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65caf9a1e53521b4bd7e9be7d82438097abc667f6a49febef89f5ac0714234a9
+size 225320960

precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d40c060484d09fd330215b13b87141a7a2036a75c63cde8826fd082523f8070
+size 193571496

precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b70bc389551b60bbf67c1b1368ef692309f00e0ec0c2e9753787e167f79474d5
+size 111689728

precompiled/qualcomm-snapdragon-8-elite-for-galaxy/Whisper-Small-Quantized_WhisperSmallEncoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:234842104dc3030650759d7cf3fe5f02cd4d350130079014dfabb8146ec36a52
+size 93686222

precompiled/qualcomm-snapdragon-8-elite-for-galaxy/tool-versions.yaml

@@ -0,0 +1,4 @@
+tool_versions:
+  precompiled_qnn_onnx:
+    qairt: 2.37.1.250807093845_124904
+    onnx_runtime: 1.22.2

precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c484e48f838c5930a8bc5aaa0cb83e9b375ab8078c8bbf68877236c93d6b3902
+size 225484800

precompiled/qualcomm-snapdragon-8-elite-gen5/Whisper-Small-Quantized_WhisperSmallDecoderQuantizable_w8a16.onnx.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e2952e9582400ad395e5b3a7524481414d8e75191ccced7bd3bd6b60c76082e
+size 193623881