All pages
63 pages, grouped by category.
Brand & Outreach
Core
Improvement Ledger
- Absolute Zero Start Here — Improvement Ledger Draft
- First Real Benchmark Results
- Hessian Hybrid Solver Debrief
- lm_head Fix — Exact Next Steps
- MTP-YAQA Log Walkthrough — Improvement Ledger Draft
- The Brainstorm — Multi-Bit YAQA Sensitivity
- The Hessian Signal
- The lm_head Q4 Incident — Exact Blast-Radius Analysis
- The Pure Sensitivity Hypothesis
- Trunk, Hidden State, Sidecar
- Zero to Expert, Redone — Improvement Ledger Draft
Reference
- Benchmark Master Recap
- Benchmark Run Guide
- Building the GODMODE-Only Plan — Step by Step
- Domain-Stratified Calibration
- GPTQ for MLX — Why It Matters
- How The Allocator Thinks
- MLX OptiQ + Pareto + MTP — Research Story, Method, Results & Exact Pipeline
- MLX OptiQ Lab — Beyond Greedy Mixed Precision
- MLX OptiQ Lab — The Wrong Bits Are Expensive
- YAQA for MLX — Why It Matters
- YAQA Pipeline Comparison
- YAQA-to-MLX Port Ledger
Research
Research & Root-Cause
- Cascade Investigation, Full Reasoning
- Danger Score Geometry
- GODMODE vs. Stratified — Why One Is Faster, Tensor by Tensor
- GPTQ `lm_head` Safety Gate + Precision Fix — Implementation Plan
- Hessian Coverage Probe Guide
- Hessian Hybrid Checkpoint — Design
- Hessian Score vs. GODMODE — Code, Pipeline, and a Real 3D Comparison
- Hessian Score — Origin
- Hessian vs. Isolated KL — Tensor Explorer
- Hessian vs. KL — Master Reference
- How the Solver Turns a Hessian Score into a Bit-Width
- MILP-Aware Hessian Guide
- MTP Sidecar Tensor Match
- Plan Comparison Table
- Real Hessian-weight strength sweep — 2026-09-14 (raw data + logs)
- The "Missing Affine Mode" Bug — Full Code Review, Zero Ambiguity
- The BF16 Curvature Bug — Plain-English Explanation
- The Free Signal Hiding in Your Hessians
- The Hessian, Fully Explained: Zero to Expert
- The MTP Sidecar Mismatch — Plan to Fix It
- The Power of Adapting a Technology — What Adaptive Damping Actually Did
- Why One Tensor Got Worse, Not Better
- YAQA Paper vs. Our Code
- YAQA Slowdown RCA
- YAQA-UMA Root-Cause Fix — Float64 Curvature Construction