v0.59.0
Browse filesSee https://github.com/qualcomm/ai-hub-models/releases/v0.59.0 for changelog.
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- release_assets.json +1 -1
README.md
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Granite 4.0 is a family of open language models from IBM designed for enterprise AI workloads including code generation, summarization, and retrieval-augmented generation.
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This is based on the implementation of Granite-4.0-Micro found [here](https://huggingface.co/ibm-granite/granite-4.0-h-micro).
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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.
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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.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [Granite-4.0-Micro on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.
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## Model Details
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 25.288631 | 0.51570025 - 16.502408
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 24.661293 | 0.54267315625 - 17.365541
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 11.122384 | 0.37017084375000003 - 11.845467000000001
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## License
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* The license for the original implementation of Granite-4.0-Micro can be found
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Granite 4.0 is a family of open language models from IBM designed for enterprise AI workloads including code generation, summarization, and retrieval-augmented generation.
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This is based on the implementation of Granite-4.0-Micro found [here](https://huggingface.co/ibm-granite/granite-4.0-h-micro).
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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/v0.59.0/src/qai_hub_models/models/granite_4_0_micro) library to export with custom configurations. More details on model performance across various devices, can be found [here](#performance-summary).
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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.
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### Option 2: Export with Custom Configurations
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Use the [Qualcomm® AI Hub Models](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/granite_4_0_micro) Python library to compile and export the model with your own:
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- Custom weights (e.g., fine-tuned checkpoints)
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- Custom input shapes
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- Target device and runtime configurations
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This option is ideal if you need to customize the model beyond the default configuration provided here.
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See our repository for [Granite-4.0-Micro on GitHub](https://github.com/qualcomm/ai-hub-models/blob/v0.59.0/src/qai_hub_models/models/granite_4_0_micro) for usage instructions.
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## Model Details
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 25.288631 | 0.51570025 - 16.502408
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 24.661293 | 0.54267315625 - 17.365541
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Snapdragon® X Elite | 4096 | 11.122384 | 0.37017084375000003 - 11.845467000000001
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 512 | 17.843282 | 0.69928525 - 2.797141
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 512 | 13.447186 | 0.6960275 - 2.78411
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 512 | 11.275263 | 0.34302550000000004 - 1.3721020000000002
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 512 | 25.130048 | 0.9481944999999999 - 3.7927779999999998
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 512 | 26.288118 | 0.95749725 - 3.829989
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 512 | 15.760148 | 0.30860325 - 1.234413
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 4096 | 25.288631 | 0.51570025 - 16.502408
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 4096 | 24.661293 | 0.54267315625 - 17.365541
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ IQ-X7181 | 4096 | 11.122384 | 0.37017084375000003 - 11.845467000000001
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 4096 | 22.639083 | 1.1536551875 - 36.916966
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 4096 | 23.049816 | 1.22555709375 - 39.217827
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| Granite-4.0-Micro | GENIEX_LLAMACPP | q4_0 | Qualcomm® Dragonwing™ Q-8750 | 4096 | 14.515548 | 0.36028896875 - 11.529247
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## License
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* The license for the original implementation of Granite-4.0-Micro can be found
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release_assets.json
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{
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"version": "0.
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"precisions": {
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"q4_0": {
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"universal_assets": {
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"version": "0.59.0",
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"precisions": {
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"q4_0": {
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"universal_assets": {
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