Figure 1: Rafian-E outperforms competitors in speed while maintaining lower perplexity, validating the efficiency of the 13-Hit sparsity window. The paper dubs this an "Exclusive" release because the Rafian architecture requires no cloud offloading. We demonstrate the model running locally in "Airplane Mode," processing complex reasoning tasks (math and coding) entirely on the Neural Processing Unit (NPU). This exclusivity ensures total data privacy, as no token ever leaves the device memory. 6. Conclusion Rafian at the Edge proves that raw parameter count is no longer the sole determinant of intelligence. Through the 13-Hit mechanism, we have effectively democratized high-level AI, bringing exclusive, cloud-grade performance to the edge. Future work will explore extending the 13-Hit window into multimodal vision processing. Press Release Blurb "The wait is over. 'Rafian at the Edge' isn't just an optimization; it's a reinvention. With the proprietary 13-Hit algorithm, Rafian delivers exclusive, cloud-free intelligence directly to your pocket, running three times faster than the nearest competitor. The Edge is no longer the limit—it’s the destination." Aayirathiloruvan20101080puncut10bitdvdai Upd [BEST]
| Model | Parameters | Latency (Tokens/sec) | Perplexity (WikiText) | Edge Compatibility | | :--- | :--- | :--- | :--- | :--- | | Mistral-7B (4-bit) | 7B | 12 t/s | 5.25 | High | | Llama-3-8B (4-bit) | 8B | 9 t/s | 5.45 | Medium | | | 6.5B | 38 t/s | 5.18 | Exclusive | Marco 2024 Hindi Www.-better- Downloadhub.us 1080p - 3.79.94.248