v0.66.0

See https://github.com/qualcomm/ai-hub-models/releases/v0.66.0 for changelog.

README.md

@@ -16,7 +16,7 @@ pipeline_tag: text-generation
 All-MiniLM-L6-v2 maps sentences to a 384-dimensional dense vector space. Trained on 1B+ sentence pairs, it excels at semantic search, clustering, and sentence similarity tasks while being small enough to run on mobile devices.
 
 This is based on the implementation of MiniLM-v2 found [here](https://github.com/UKPLab/sentence-transformers).
-This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/minilm_v2) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
+This repository contains pre-exported model files optimized for Qualcomm® devices. You can use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.66.0/src/qai_hub_models/models/minilm_v2) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
 
 Qualcomm AI Hub Models uses [Qualcomm AI Hub Workbench](https://workbench.aihub.qualcomm.com) to compile, profile, and evaluate this model. [Sign up](https://myaccount.qualcomm.com/signup) to run these models on a hosted Qualcomm® device.
 
@@ -29,25 +29,23 @@ Below are pre-exported model assets ready for deployment.
 
 | Runtime | Precision | Chipset | SDK Versions | Download |
 |---|---|---|---|---|
-| ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-onnx-float.zip)
-| ONNX | w8a8 | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-onnx-w8a8.zip)
-| QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-qnn_dlc-float.zip)
-| QNN_DLC | w8a8 | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-qnn_dlc-w8a8.zip)
-| TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-tflite-float.zip)
+| ONNX | float | Universal | QAIRT 2.50, ONNX Runtime 1.30.0 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-onnx-float.zip)
+| QNN_DLC | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-qnn_dlc-float.zip)
+| TFLITE | float | Universal | QAIRT 2.50 | [Download](https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-tflite-float.zip)
 
 For more device-specific assets and performance metrics, visit **[MiniLM-v2 on Qualcomm® AI Hub](https://aihub.qualcomm.com/models/minilm_v2)**.
 
 
 ### Option 2: Export with Custom Configurations
 
-Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/minilm_v2) Python library to compile and export the model with your own:
+Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.66.0/src/qai_hub_models/models/minilm_v2) Python library to compile and export the model with your own:
 - Custom weights (e.g., fine-tuned checkpoints)
 - Custom input shapes
 - Target device and runtime configurations
 
 This option is ideal if you need to customize the model beyond the default configuration provided here.
 
-See our repository for [MiniLM-v2 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.65.0/src/qai_hub_models/models/minilm_v2) for usage instructions.
+See our repository for [MiniLM-v2 on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.66.0/src/qai_hub_models/models/minilm_v2) for usage instructions.
 
 ## Model Details
 
@@ -77,23 +75,6 @@ See our repository for [MiniLM-v2 on GitHub](https://github.com/qualcomm/ai-hub-
 | MiniLM-v2 | ONNX | float | Qualcomm® Dragonwing™ Q-8750 | 0.504 ms | 0 - 65 MB | NPU
 | MiniLM-v2 | ONNX | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 0.336 ms | 0 - 64 MB | NPU
 | MiniLM-v2 | ONNX | float | Snapdragon® 8 Elite Gen 6 Mobile | 0.443 ms | 0 - 65 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.667 ms | 0 - 63 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.845 ms | 0 - 61 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® X2 Elite | 0.668 ms | 1 - 1 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® X Elite | 1.797 ms | 22 - 22 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.94 ms | 0 - 89 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 4.455 ms | 0 - 3 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.691 ms | 0 - 4 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.719 ms | 0 - 2 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® QCS8450 | 1.94 ms | 0 - 89 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.834 ms | 0 - 3 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.797 ms | 22 - 22 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 6.44 ms | 0 - 64 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.784 ms | 0 - 56 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.845 ms | 0 - 61 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.784 ms | 0 - 56 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 0.436 ms | 0 - 63 MB | NPU
-| MiniLM-v2 | ONNX | w8a8 | Snapdragon® 8 Elite Gen 6 Mobile | 0.686 ms | 0 - 64 MB | NPU
 | MiniLM-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.407 ms | 0 - 62 MB | NPU
 | MiniLM-v2 | QNN_DLC | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.506 ms | 0 - 62 MB | NPU
 | MiniLM-v2 | QNN_DLC | float | Snapdragon® X2 Elite | 0.604 ms | 1 - 1 MB | NPU
@@ -112,25 +93,6 @@ See our repository for [MiniLM-v2 on GitHub](https://github.com/qualcomm/ai-hub-
 | MiniLM-v2 | QNN_DLC | float | Qualcomm® SA8295P | 2.077 ms | 0 - 60 MB | NPU
 | MiniLM-v2 | QNN_DLC | float | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 0.323 ms | 0 - 64 MB | NPU
 | MiniLM-v2 | QNN_DLC | float | Snapdragon® 8 Elite Gen 6 Mobile | 0.44 ms | 0 - 65 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.688 ms | 0 - 56 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite For Galaxy Mobile | 0.854 ms | 0 - 58 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® X2 Elite | 0.813 ms | 0 - 0 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® X Elite | 1.963 ms | 1 - 1 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Gen 1 Mobile | 1.963 ms | 0 - 79 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS6490 | 3.818 ms | 2 - 4 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-8275 | 1.68 ms | 0 - 3 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ QCS8550 (Proxy) | 1.747 ms | 0 - 2 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® QCS8450 | 1.963 ms | 0 - 79 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-9075 | 1.851 ms | 0 - 2 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ IQ-X7181 | 1.963 ms | 1 - 1 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-6690 | 6.238 ms | 0 - 55 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-7790 | 1.733 ms | 0 - 52 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® Dragonwing™ Q-8750 | 0.854 ms | 0 - 58 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® SA7255P | 3.419 ms | 0 - 54 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Qualcomm® SA8295P | 2.312 ms | 0 - 52 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 7 Gen 4 Mobile | 1.733 ms | 0 - 52 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Extreme Gen 6 Mobile | 0.445 ms | 0 - 60 MB | NPU
-| MiniLM-v2 | QNN_DLC | w8a8 | Snapdragon® 8 Elite Gen 6 Mobile | 0.692 ms | 0 - 59 MB | NPU
 | MiniLM-v2 | TFLITE | float | Snapdragon® 8 Elite Gen 5 For Galaxy Mobile | 0.436 ms | 0 - 59 MB | NPU
 | MiniLM-v2 | TFLITE | float | Snapdragon® 8 Elite For Galaxy Mobile | 0.537 ms | 0 - 66 MB | NPU
 | MiniLM-v2 | TFLITE | float | Snapdragon® 8 Gen 3 Mobile | 0.772 ms | 0 - 107 MB | NPU

release_assets.json

@@ -1,5 +1,5 @@
 {
-    "version": "0.65.0",
+    "version": "0.66.0",
     "precisions": {
         "float": {
             "universal_assets": {
@@ -8,37 +8,20 @@
                         "qairt": "2.50.0.260828221209",
                         "onnx_runtime": "1.30.0"
                     },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-onnx-float.zip"
+                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-onnx-float.zip"
                 },
                 "qnn_dlc": {
                     "tool_versions": {
                         "qairt": "2.50.0.260828221209"
                     },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-qnn_dlc-float.zip"
+                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-qnn_dlc-float.zip"
                 },
                 "tflite": {
                     "tool_versions": {
                         "qairt": "2.50.0.260828221209",
                         "litert": "1.4.2"
                     },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-tflite-float.zip"
-                }
-            }
-        },
-        "w8a8": {
-            "universal_assets": {
-                "onnx": {
-                    "tool_versions": {
-                        "qairt": "2.50.0.260828221209",
-                        "onnx_runtime": "1.30.0"
-                    },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-onnx-w8a8.zip"
-                },
-                "qnn_dlc": {
-                    "tool_versions": {
-                        "qairt": "2.50.0.260828221209"
-                    },
-                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.65.0/minilm_v2-qnn_dlc-w8a8.zip"
+                    "download_url": "https://qaihub-public-assets.s3.us-west-2.amazonaws.com/qai-hub-models/models/minilm_v2/releases/v0.66.0/minilm_v2-tflite-float.zip"
                 }
             }
         }