| --- |
| license: mit |
| tags: |
| - cortex |
| - sft |
| - synthetic |
| - chat-format |
| pretty_name: CORTEX SFT 300 |
| size_categories: |
| - n<1K |
| --- |
| |
| # cortex-sft-300 |
|
|
| Phase 1 output of the Ornith-9B-CORTEX build (see `docs/CUSTOM-MODEL-BUILD-PLAN.md` in |
| [Johnny5b/portable-ai-runner](https://huggingface.co/datasets/Johnny5b/portable-ai-runner)). |
|
|
| **304 validated chat-format examples** (`{"messages": [user, assistant]}`), grown deterministically |
| (seed 20260920) from the 14 seed examples in `data/cortex_sft.jsonl` of portable-ai-runner plus the |
| repo's own source corpora: `symbols/symbol_evolution_index.json`, `docs/CORTEX-SYSTEM-PROMPT.md`, |
| `docs/EVO-SKILLS-BRIDGE.md`, `docs/CORTEX-LOOP-PHASE.md`, `docs/CORTEX-POINTER-ARCHITECTURE.md`, |
| `docs/SYMBOL-TEMPLATE.md`, `docs/BENCHMARKS.md`, `docs/CORTEX-AWAKE-PHASE.md`, |
| `docs/CORTEX-REPAIR-PHASE.md`. |
|
|
| ## Validation (every example, `data/validation_report.json`) |
| |
| - exactly one user + one assistant message |
| - assistant answer starts with the verbatim trace header `[TRACE: §R:<target> | §T:<tool> | §S:<AWAKE|REPAIR|REST>]` |
| - RST scaffold present (`Claim:` … `Synthesis:`) |
| - length bounds, no placeholders, sha256 dedupe (0 dropped) |
| |
| ## Category mix |
| |
| | category | n | |
| |---|---| |
| | seed (original 14) | 14 | |
| | symbol_lookup | 100 | |
| | staged_refusal | 36 | |
| | doc_grounded (quotes the docs) | 30 | |
| | dual_verification (health/finance/nutrition/legal UNVERIFIED rule) | 20 | |
| | unknown_refusal | 15 | |
| | repair_workflow | 12 | |
| | module_mirror | 12 | |
| | lifecycle | 10 | |
| | trace_protocol | 9 | |
| | routing_benchmarks (measured numbers + job IDs) | 9 | |
| | registration | 8 | |
| | invariant_refusal | 8 | |
| | tiers_drive | 8 | |
| | invariants | 7 | |
| | excluded_repo | 6 | |
| |
| ## Honesty ledger |
| |
| - Scripted generation, no LLM in the loop — templates + parsed registry/docs, so every symbol, |
| commit hash, and tok/s figure is quoted from the source files, not invented. |
| - Benchmark numbers embedded in `routing_benchmarks` examples are the measured values from |
| `docs/BENCHMARKS.md` with their HF job IDs. |
| - Additive: the 14 seed examples are included unmodified. |
|
|
