Unlocking New Frontiers in AI with Pulse-Field v4.0
Introducing Pulse-Field v4.0, a game-changing approach that redefines AI efficiency! This innovative testbed challenges the Transformer model by replacing the traditional attention matrix with a groundbreaking Event-Driven Routing mechanism, integrating State Space Models (SSM) for superior context retention.
Key Highlights:
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Efficiency & Complexity
- 4x lighter: Just 1.1 MB compared to 4.6 MB for GPT-2.
- 314x fewer compute operations: Achieves 0.16 M FLOPS vs. 50.33 M FLOPS for GPT-2.
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Intelligence Verification
- Enhanced interpretation: Differentiates “A implies B” from “B implies A”.
- Rapid convergence: PPL 3.91 vs. Transformer’s 105.04.
Get Involved!
Explore the bold advancements of Pulse-Field. Audit the code, run the benchmarks, and verify the physics!
🔗 Cloning & Testing Instructions Here
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