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README.md
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@@ -67,8 +67,6 @@ This quantized bundle is intended for **on-device, offline text-generation tasks
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- Short-form summarization of notifications, messages, and local content
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- Local document analysis up to 32K context (chunked)
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All inference runs **locally on CPU**. No data is sent to external servers.
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### Target Devices
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| Platform | Runtime Memory | Feasibility |
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- Multimodal input (image/audio encoding pipeline is pending audit for this quantized bundle — text-only in this release)
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- Real-time audio/speech processing (use Aria speech models)
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- Safety-critical decision systems without human oversight
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- Deployment in production when **batch inference** or **GPU acceleration** is required (this bundle targets CPU-only, single-prompt inference)
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- Tasks requiring factual precision beyond the model's ~4B parameter capacity
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## How to Get Started with the Model
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- Short-form summarization of notifications, messages, and local content
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| 68 |
- Local document analysis up to 32K context (chunked)
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| 69 |
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| 70 |
### Target Devices
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| 71 |
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| Platform | Runtime Memory | Feasibility |
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| 90 |
- Multimodal input (image/audio encoding pipeline is pending audit for this quantized bundle — text-only in this release)
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| 91 |
- Real-time audio/speech processing (use Aria speech models)
|
| 92 |
- Safety-critical decision systems without human oversight
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|
|
|
| 93 |
- Tasks requiring factual precision beyond the model's ~4B parameter capacity
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| 94 |
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| 95 |
## How to Get Started with the Model
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