one-step USB instructions

home tower -> USB -> friend's machine blind-test runbook

Ornith tonight section

measured vs unmeasured ledger of every number

tonight-hardening: wllama paths fix, setup v4 (resume+sha256), models.json, runbook

r9: FINAL gate state — text-level hits cleared, import-level owner decision documented

r7 final: Section 10 verification report

Section 10 verification report r3

Section 10 verification report

First live end-to-end CORTEX trial transcript — real weights, real symbols, real gate

GGUF-only: browser tier switched from onnx-community/transformers.js to wllama GGUF — owner directive; download commands updated

amendment: owner rejects transformers.js entirely — browser tier rebuilt on llama.cpp WASM (wllama); all tiers unified on GGUF

canonical record of the owner's complete thought process: every theory, decision, correction + verification ledger + execution rules

whole-system assembly guide: the three layers (weights / symbols / refactored model), full install sequence, per-layer status

custom-model build plan: LoRA fine-tune Ornith-9B on CORTEX corpus, merge, GGUF, publish Johnny5b/Ornith-9B-CORTEX-GGUF — verbatim executable recipe

plain download guide: exact huggingface-cli commands for every model in the package

MoE tier results: all three models clear 30 tok/s goal on a10g-large (Ornith-35B 122.7, Qwen3-Coder-30B 146.3, Ornith-9B 76.7)

70B A100 measured results + the 30 tok/s verdict + ops lessons

corrected master system prompt — verified sources only, real paths, honest numbers, dual-verification rule

evolutionary-skills bridge spec: verified repos only, adapter-bridge pattern, dual-verification safety rule

add Ornith-1.5-35B-A3B run recipe (coding-agent MoE, expected first 30+ tok/s)

add measured 70B tier: 23.87 tok/s warm on A100 (Q4_K_M) — goal missed at 70B

ready-to-run 70B benchmark spec + scheduling/budget lessons from the failed attempts

70B performance section: estimates clearly labeled, benchmark attempts documented

three-phase design applied to every tier incl. 70B; download-to-drive routes

template guide for directional symbols (stars) — the frame the owner asked for

add §9: closed loop, reserved symbols, self-maintenance, multi-drive federation

closed-loop results: proposals symbol, self-maintenance patches, multi-drive federation

add §8: repair phase implemented and verified

measured results of the repair-phase prototype

measured results of the awake-phase prototype

CORTEX-70B pointer architecture spec: symbols->stars->maps, three phases

real-MoE routing trace validation of moe-async-engine design

independent validation of moe-async-engine design: sandbox tests + real OLMoE routing trace

measured 27B/32B results on A10G-large + path to 30 tok/s

Intern onboarding guide