"""
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"