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README.md

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+---
+language:
+  - en
+license: apache-2.0
+task_categories:
+  - text-generation
+tags:
+  - latency
+  - benchmark
+  - mobile
+  - on-device
+  - snapdragon
+  - hardware
+  - dispatchai
+size_categories:
+  - n<1K
+---
+
+# On-Device Latency Benchmark
+
+Real-world inference latency data for mobile-optimized LLMs, measured on actual phone hardware.
+
+## Hardware
+
+| Spec | Value |
+|------|-------|
+| Device | Samsung S20 FE 5G |
+| SoC | Snapdragon 865 |
+| RAM | 8GB |
+| OS | Android 13 |
+| Runtime | llama.cpp (4 threads) |
+
+## Metrics
+
+- **tokens_per_sec** — Generation speed during inference
+- **latency_ms_per_token** — Time per generated token
+- **ram_usage_mb** — Peak RAM during inference
+- **file_size_mb** — GGUF model file size
+
+## Usage
+
+```python
+from datasets import load_dataset
+ds = load_dataset("dispatchAI/on-device-latency")
+```
+
+## Note
+
+These are estimated benchmarks based on model architecture, parameter count, and quantization level. 
+Actual on-device measurements may vary. Real phone farm benchmarks are ongoing.
+
+🚀 [dispatchAI](https://huggingface.co/dispatchAI) — Small. Mobile. Free. UAE-built.