| """ | |
| RippleGPT Validation Suite | |
| This module provides validation tools for testing the RippleGPT architecture | |
| on various tasks: | |
| - validation.code: Code completion validation using the-stack-smol dataset | |
| - validation.memory: Needle-in-haystack memory retention test | |
| - validation.qa: Q&A validation using FineWeb-Edu dataset (10B+ tokens) | |
| - validation.benchmarks: Comparative benchmarks vs VanillaGPT2 on TinyStories/Python | |
| """ | |
| __version__ = "0.2.0" | |