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Nomic-Embed-Text

Text Generation
PyTorch
android
Model card Files
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 Community
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v0.50.2

Browse files

See https://github.com/qualcomm/ai-hub-models/releases/v0.50.2 for changelog.

Files changed (2) hide show
  1. README.md +32 -32
  2. release_assets.json +1 -1
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 2.42, ONNX Runtime 1.24.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.1/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/v0.50.1/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/v0.50.1/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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@@ -58,35 +58,35 @@ See our repository for [Nomic-Embed-Text on GitHub](https://github.com/qualcomm/
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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® 8 Elite Gen 5 Mobile | 3.875 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® X2 Elite | 3.571 ms | 263 - 263 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® X Elite | 8.5 ms | 263 - 263 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.569 ms | 0 - 462 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.948 ms | 0 - 324 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS9075 | 10.923 ms | 0 - 3 MB | NPU
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- | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.335 ms | 0 - 413 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.906 ms | 0 - 413 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X2 Elite | 3.829 ms | 0 - 0 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X Elite | 8.004 ms | 0 - 0 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.331 ms | 0 - 446 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 28.373 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.456 ms | 0 - 2 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8775P | 9.711 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS9075 | 10.473 ms | 0 - 2 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 11.48 ms | 0 - 430 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA7255P | 28.373 ms | 0 - 415 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8295P | 10.611 ms | 0 - 396 MB | NPU
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- | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.29 ms | 0 - 413 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.874 ms | 0 - 419 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.313 ms | 0 - 453 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 28.33 ms | 0 - 419 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.332 ms | 0 - 3 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8775P | 9.682 ms | 0 - 419 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS9075 | 10.634 ms | 0 - 265 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 11.008 ms | 0 - 430 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA7255P | 28.33 ms | 0 - 419 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8295P | 10.642 ms | 0 - 397 MB | NPU
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- | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.379 ms | 0 - 422 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 1.24.3 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.2/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/v0.50.2/nomic_embed_text-qnn_dlc-float.zip)
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+ | TFLITE | float | Universal | QAIRT 2.43, TFLite 2.19.1 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.2/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® 8 Elite Gen 5 Mobile | 3.876 ms | 0 - 416 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® X2 Elite | 3.567 ms | 263 - 263 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® X Elite | 8.525 ms | 263 - 263 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Gen 3 Mobile | 5.566 ms | 0 - 451 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS8550 (Proxy) | 7.955 ms | 0 - 323 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Qualcomm® QCS9075 | 10.796 ms | 0 - 3 MB | NPU
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+ | Nomic-Embed-Text | ONNX | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.34 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.893 ms | 0 - 411 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X2 Elite | 3.99 ms | 1 - 1 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® X Elite | 8.042 ms | 0 - 0 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Gen 3 Mobile | 5.275 ms | 0 - 447 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8275 (Proxy) | 28.364 ms | 0 - 416 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8550 (Proxy) | 7.478 ms | 0 - 2 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8775P | 9.669 ms | 0 - 415 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS9075 | 10.458 ms | 0 - 2 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® QCS8450 (Proxy) | 11.013 ms | 0 - 427 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA7255P | 28.364 ms | 0 - 416 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Qualcomm® SA8295P | 10.587 ms | 0 - 396 MB | NPU
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+ | Nomic-Embed-Text | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.287 ms | 0 - 413 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite Gen 5 Mobile | 3.879 ms | 0 - 418 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 5.3 ms | 0 - 452 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8275 (Proxy) | 28.339 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8550 (Proxy) | 7.322 ms | 0 - 3 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8775P | 9.721 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS9075 | 10.575 ms | 0 - 265 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® QCS8450 (Proxy) | 10.949 ms | 0 - 428 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA7255P | 28.339 ms | 0 - 419 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Qualcomm® SA8295P | 10.639 ms | 0 - 397 MB | NPU
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+ | Nomic-Embed-Text | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 4.364 ms | 0 - 422 MB | NPU
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  ## License
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  * The license for the original implementation of Nomic-Embed-Text can be found
release_assets.json CHANGED
@@ -1 +1 @@
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- {"version":"0.50.1","precisions":{"float":{"universal_assets":{"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.17.0"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.1/nomic_embed_text-tflite-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.1/nomic_embed_text-qnn_dlc-float.zip"},"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.1/nomic_embed_text-onnx-float.zip"}}}}}
 
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+ {"version":"0.50.2","precisions":{"float":{"universal_assets":{"onnx":{"tool_versions":{"qairt":"2.42.0.251225135753_193295","onnx_runtime":"1.24.3"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.2/nomic_embed_text-onnx-float.zip"},"qnn_dlc":{"tool_versions":{"qairt":"2.43.0.260127150333_193827"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.2/nomic_embed_text-qnn_dlc-float.zip"},"tflite":{"tool_versions":{"qairt":"2.43.0.260127150333_193827","tflite":"2.19.1"},"download_url":"https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/nomic_embed_text/releases/v0.50.2/nomic_embed_text-tflite-float.zip"}}}}}