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Nomic-Embed-Text

Text Generation
PyTorch
android
Model card Files
xet
 Community
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v0.47.0

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See https://github.com/quic/ai-hub-models/releases/v0.47.0 for changelog.

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  1. README.md +32 -30
README.md CHANGED
@@ -27,9 +27,9 @@ Below are pre-exported model assets ready for deployment.
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  | Runtime | Precision | Chipset | SDK Versions | Download |
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  |---|---|---|---|---|
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- | ONNX | float | Universal | QAIRT 2.37, ONNX Runtime 1.23.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.46.0/nomic_embed_text-onnx-float.zip)
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- | QNN_DLC | float | Universal | QAIRT 2.42 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.46.0/nomic_embed_text-qnn_dlc-float.zip)
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- | TFLITE | float | Universal | QAIRT 2.42, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.46.0/nomic_embed_text-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Nomic-Embed-Text on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nomic_embed_text)**.
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@@ -58,33 +58,35 @@ See our repository for [Nomic-Embed-Text on GitHub](https://github.com/quic/ai-h
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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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- | Nomic-Embed-Text | ONNX | float | Snapdragon® X Elite | 8.962 ms | 263 - 263 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.925 ms | 0 - 488 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS8550 (Proxy) | 8.472 ms | 0 - 323 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS9075 | 11.424 ms | 0 - 4 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.75 ms | 0 - 457 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 4.317 ms | 0 - 455 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X Elite | 8.101 ms | 0 - 0 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.317 ms | 0 - 446 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 28.402 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.624 ms | 0 - 3 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8775P | 9.771 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS9075 | 10.408 ms | 2 - 4 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.925 ms | 0 - 427 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA7255P | 28.402 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8295P | 10.716 ms | 0 - 399 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.236 ms | 0 - 414 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.824 ms | 0 - 413 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.297 ms | 0 - 459 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 28.35 ms | 0 - 425 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.407 ms | 0 - 3 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8775P | 9.726 ms | 0 - 424 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS9075 | 10.607 ms | 0 - 265 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.925 ms | 0 - 429 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA7255P | 28.35 ms | 0 - 425 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8295P | 10.787 ms | 0 - 403 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.22 ms | 0 - 426 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.827 ms | 0 - 421 MB | NPU
 
 
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  ## License
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  * The license for the original implementation of Nomic-Embed-Text 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 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.47.0/nomic_embed_text-onnx-float.zip)
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+ | QNN_DLC | float | Universal | QAIRT 2.43 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.47.0/nomic_embed_text-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.17.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.47.0/nomic_embed_text-tflite-float.zip)
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  For more device-specific assets and performance metrics, visit **[Nomic-Embed-Text on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/nomic_embed_text)**.
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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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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® X Elite | 8.501 ms | 263 - 263 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.575 ms | 0 - 461 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.931 ms | 0 - 324 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS9075 | 10.524 ms | 0 - 3 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.302 ms | 0 - 418 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.876 ms | 0 - 416 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® X2 Elite | 3.584 ms | 263 - 263 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X Elite | 8.034 ms | 0 - 0 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.318 ms | 0 - 445 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 28.351 ms | 0 - 415 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.473 ms | 0 - 2 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8775P | 9.709 ms | 0 - 416 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS9075 | 10.482 ms | 2 - 4 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 10.958 ms | 0 - 428 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA7255P | 28.351 ms | 0 - 415 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8295P | 10.624 ms | 0 - 397 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.401 ms | 0 - 412 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.899 ms | 0 - 411 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X2 Elite | 3.896 ms | 1 - 1 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.305 ms | 0 - 451 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 28.331 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.311 ms | 0 - 3 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8775P | 9.714 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS9075 | 10.61 ms | 0 - 265 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.937 ms | 0 - 426 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA7255P | 28.331 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8295P | 10.622 ms | 0 - 398 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.374 ms | 0 - 417 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.877 ms | 0 - 418 MB | NPU
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  ## License
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  * The license for the original implementation of Nomic-Embed-Text can be found