Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog.

[0.1.1] - 2026-01-07

Added

• Comprehensive Sphinx documentation

• Theory documentation with mathematical foundations

• Architecture documentation with diagrams

• Training and inference guides

• API reference for all modules

Changed

• Updated package structure for better organization

• Enhanced docstrings throughout codebase

[0.1.0] - 2026-01-07

Added

• Initial public release on PyPI

• Core SHC layers (CayleyTransform, SparseOrthogonalMixture, FactorizedKVCache)

• SHCTransformer model with configurable scales (500M, 1B, 3B, 7B)

• SSM student model for O(L) inference via distillation

• Multi-GPU training support (DDP, FSDP)

• Benchmark evaluation suite (BBH, GSM8K, MMLU)

• Comprehensive test suite

• GitHub Actions CI/CD