◆Research

Darwin-X

RESEARCH 2026-08

GitHub repository Paper (DOI) Evidence →

◆Project visual
Darwin-X measured, parity-gated speedup chart
Measured benchmark · parity gated
Status
RESEARCH
Date
2026-08
Field
inference · model editing · benchmarks

Summary

Hybrid SSD/attention inference with prefix-state reuse, parity-gated benchmarks, a cryptographic neuron catalog, and surgical weight editing with hash-verified rollback.

Facts

Runtime
PyTorch, local, 2 consumer GPUs
Method
Parity-gated benchmarks
Editing
ROME / MEMIT with hash-verified rollback

Tags

inferencemodel editingbenchmarks