"""
RippleGPT Comparative Benchmarks

This module provides standardized benchmarks comparing RippleGPT against
baseline implementations (GPT-2 vanilla) on multiple datasets.

Datasets:
- TinyStories: Small dataset for language modeling benchmarks
- The Stack (Python Subset): Code completion benchmarks

Metrics:
- Perplexity (PPL)
- Training Speed (iterations/sec)
- Parameters Count
- Memory Usage
- Extrapolation Capability
"""

__version__ = "0.1.0"