v0.44.0
Browse filesSee https://github.com/quic/ai-hub-models/releases/v0.44.0 for changelog.
DEPLOYMENT_MODEL_LICENSE.pdf
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Electra-Bert-Base-Discrim-Google_float.dlc
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Electra-Bert-Base-Discrim-Google_float.onnx.zip
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Electra-Bert-Base-Discrim-Google_float.tflite
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LICENSE
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The license of the original trained model can be found at https://github.com/google-research/electra/blob/master/LICENSE.
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The license for the deployable model files (.tflite, .onnx, .dlc, .bin, etc.) can be found in DEPLOYMENT_MODEL_LICENSE.pdf.
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The license of the original trained model can be found at https://github.com/google-research/electra/blob/master/LICENSE.
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README.md
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@@ -36,36 +36,36 @@ More details on model performance across various devices, can be found
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| Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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|---|---|---|---|---|---|---|---|---|
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| Electra-Bert-Base-Discrim-Google | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 65.
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| Electra-Bert-Base-Discrim-Google | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC |
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC |
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 24.
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| Electra-Bert-Base-Discrim-Google | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 21.
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| Electra-Bert-Base-Discrim-Google | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 65.
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| Electra-Bert-Base-Discrim-Google | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.
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| Electra-Bert-Base-Discrim-Google | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.
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| Electra-Bert-Base-Discrim-Google | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 26.
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| Electra-Bert-Base-Discrim-Google | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 26.
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| Electra-Bert-Base-Discrim-Google | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.
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| Electra-Bert-Base-Discrim-Google | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.
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| Electra-Bert-Base-Discrim-Google | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 21.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 11.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 11.
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 8.
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.
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@@ -242,7 +242,6 @@ Explore all available models on [Qualcomm® AI Hub](https://aihub.qualcomm.com/)
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## License
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* The license for the original implementation of Electra-Bert-Base-Discrim-Google can be found
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[here](https://github.com/google-research/electra/blob/master/LICENSE).
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* 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
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|---|---|---|---|---|---|---|---|---|
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| Electra-Bert-Base-Discrim-Google | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 65.352 ms | 0 - 479 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | QNN_DLC | 65.302 ms | 0 - 477 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 24.984 ms | 0 - 514 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | QNN_DLC | 25.072 ms | 0 - 514 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 16.359 ms | 0 - 3 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | QNN_DLC | 17.018 ms | 0 - 2 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | ONNX | 24.068 ms | 0 - 226 MB | NPU | [Electra-Bert-Base-Discrim-Google.onnx.zip](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.onnx.zip) |
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| Electra-Bert-Base-Discrim-Google | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 21.045 ms | 0 - 481 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | QNN_DLC | 21.096 ms | 0 - 479 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 65.352 ms | 0 - 479 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | SA7255P ADP | Qualcomm® SA7255P | QNN_DLC | 65.302 ms | 0 - 477 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 16.308 ms | 0 - 4 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | QNN_DLC | 16.95 ms | 0 - 2 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 26.499 ms | 0 - 437 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | SA8295P ADP | Qualcomm® SA8295P | QNN_DLC | 26.455 ms | 0 - 438 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 16.363 ms | 0 - 2 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | QNN_DLC | 16.982 ms | 0 - 3 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 21.045 ms | 0 - 481 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | SA8775P ADP | Qualcomm® SA8775P | QNN_DLC | 21.096 ms | 0 - 479 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 11.696 ms | 0 - 554 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | QNN_DLC | 11.713 ms | 0 - 556 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 16.765 ms | 0 - 534 MB | NPU | [Electra-Bert-Base-Discrim-Google.onnx.zip](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.onnx.zip) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | TFLITE | 7.841 ms | 0 - 482 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | QNN_DLC | 7.946 ms | 0 - 487 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | Samsung Galaxy S25 | Snapdragon® 8 Elite For Galaxy Mobile | ONNX | 11.345 ms | 0 - 497 MB | NPU | [Electra-Bert-Base-Discrim-Google.onnx.zip](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.onnx.zip) |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | TFLITE | 5.883 ms | 0 - 491 MB | NPU | [Electra-Bert-Base-Discrim-Google.tflite](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.tflite) |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | QNN_DLC | 5.901 ms | 0 - 493 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon 8 Elite Gen 5 QRD | Snapdragon® 8 Elite Gen5 Mobile | ONNX | 8.237 ms | 0 - 511 MB | NPU | [Electra-Bert-Base-Discrim-Google.onnx.zip](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.onnx.zip) |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN_DLC | 17.698 ms | 0 - 0 MB | NPU | [Electra-Bert-Base-Discrim-Google.dlc](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.dlc) |
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| Electra-Bert-Base-Discrim-Google | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 24.101 ms | 221 - 221 MB | NPU | [Electra-Bert-Base-Discrim-Google.onnx.zip](https://huggingface.co/qualcomm/Electra-Bert-Base-Discrim-Google/blob/main/Electra-Bert-Base-Discrim-Google.onnx.zip) |
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## License
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* The license for the original implementation of Electra-Bert-Base-Discrim-Google can be found
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[here](https://github.com/google-research/electra/blob/master/LICENSE).
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