AI & ML interests
Lossless 5-bit transformer compression. 22 architectures shipped 0.6B-405B incl. dense + MoE + SSM. PyPI v0.6.9 (RCE-class fix shipped 5/15) - pip install ultracompress. Verified records: Hermes-3-Llama-3.1-405B 1.0066x | Mixtral-8x7B 1.00368x | Mistral-7B-v0.3 1.00548x | Qwen3-1.7B-Base 1.00401x. Bit-identical reconstruction guaranteed by SHA-256 manifest. OpenAI-compatible inference API at api.sipsalabs.com/v1 - publicly self-serve. BUSL-1.1, free for sub-$1M ARR + research.
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