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Nomic-Embed-Text

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@@ -34,31 +34,31 @@ More details on model performance across various devices, can be found
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.558 ms | 0 - 21 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.117 ms | 0 - 2 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
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- | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.626 ms | 0 - 406 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.848 ms | 0 - 20 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
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- | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.369 ms | 0 - 362 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.16 ms | 0 - 324 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | SA7255P ADP | SA7255P | TFLITE | 186.829 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | SA7255P ADP | SA7255P | QNN | 181.788 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.275 ms | 0 - 20 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.125 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | SA8295P ADP | SA8295P | TFLITE | 14.386 ms | 0 - 348 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | SA8295P ADP | SA8295P | QNN | 11.182 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.549 ms | 0 - 19 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.168 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | SA8775P ADP | SA8775P | TFLITE | 15.481 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | SA8775P ADP | SA8775P | QNN | 12.227 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 186.829 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 181.788 ms | 0 - 9 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.388 ms | 0 - 18 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.06 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 15.481 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 12.227 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.932 ms | 0 - 401 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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- | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 11.278 ms | 0 - 364 MB | FP16 | NPU | Use Export Script |
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- | Nomic-Embed-Text | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.353 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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@@ -123,7 +123,7 @@ Nomic-Embed-Text
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 10.6
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- Estimated peak memory usage (MB): [0, 21]
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  Total # Ops : 906
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  Compute Unit(s) : NPU (906 ops)
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  ```
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.591 ms | 0 - 17 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 8.074 ms | 0 - 2 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
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+ | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.526 ms | 0 - 406 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 5.844 ms | 0 - 18 MB | FP16 | NPU | [Nomic-Embed-Text.so](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.so) |
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+ | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.397 ms | 0 - 363 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 6.185 ms | 0 - 324 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | SA7255P ADP | SA7255P | TFLITE | 186.803 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | SA7255P ADP | SA7255P | QNN | 181.834 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.27 ms | 0 - 16 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | SA8255 (Proxy) | SA8255P Proxy | QNN | 8.058 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | SA8295P ADP | SA8295P | TFLITE | 14.359 ms | 0 - 348 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | SA8295P ADP | SA8295P | QNN | 11.186 ms | 0 - 17 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.602 ms | 0 - 19 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | SA8650 (Proxy) | SA8650P Proxy | QNN | 8.077 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | SA8775P ADP | SA8775P | TFLITE | 15.479 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | SA8775P ADP | SA8775P | QNN | 12.267 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 186.803 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 181.834 ms | 0 - 8 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.542 ms | 0 - 20 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 8.051 ms | 0 - 2 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 15.479 ms | 0 - 360 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 12.267 ms | 0 - 10 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 13.138 ms | 0 - 399 MB | FP16 | NPU | [Nomic-Embed-Text.tflite](https://huggingface.co/qualcomm/Nomic-Embed-Text/blob/main/Nomic-Embed-Text.tflite) |
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+ | Nomic-Embed-Text | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 11.376 ms | 0 - 367 MB | FP16 | NPU | Use Export Script |
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+ | Nomic-Embed-Text | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.338 ms | 0 - 0 MB | FP16 | NPU | Use Export Script |
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  Device : Samsung Galaxy S23 (13)
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  Runtime : TFLITE
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  Estimated inference time (ms) : 10.6
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+ Estimated peak memory usage (MB): [0, 17]
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  Total # Ops : 906
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  Compute Unit(s) : NPU (906 ops)
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  ```