| """ | |
| 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" | |