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freedom-intelligence/workplans/FI-WP-0003-seed-open-weight-reserve.md
tegwick b5f911140b Establish Freedom Intelligence lab foundation and baseline research. 
Add INTENT/SCOPE, daily-brief playbook, activity-core definition (disabled),
workplans FI-WP-0001..0003, baseline field survey with open-weight collection
recommendations, and inventory catalog candidates for the model reserve.
2026-07-24 00:15:27 +02:00

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id type title domain repo status owner topic_slug priority created updated depends_on
FI-WP-0003 workplan Seed open-weight reserve from baseline recommendations infotech freedom-intelligence active grok freedom-intelligence medium 2026-07-24 2026-07-24
FI-WP-0001

FI-WP-0003 — Seed open-weight reserve from baseline recommendations

Goal

Turn baseline survey recommendations into a real, policy-compliant reserve: approve high-priority catalog candidates, download to pinned backup storage, verify checksums, and leave medium/low items as candidates for later briefs.

Source of truth for which models:

  • research/2026-07-24-baseline-field-survey.md § Collection recommendations
  • inventory/catalog/*.yaml (seeded as candidate)

Gates: inventory/collection-policy.md + docs/backup-storage-policy.md (T04 of FI-WP-0001).

Priority tiers (from survey)

Tier Action in this workplan
P0 — seed now Approve + collect after storage pin (small/mid, high leverage)
P1 — next wave Approve when quota allows; may stay candidate
P2 — watch / large Keep candidate; do not bulk-pull full 600B+ MoE without explicit operator decision

Tasks

T01 — Seed catalog YAML for recommended models

id: FI-WP-0003-T01
status: done
priority: high

Create status: candidate entries under inventory/catalog/ for every P0/P1 recommendation in the baseline survey (and note P2 as candidates or docs-only).

Done when: catalog files exist and match inventory/schema.yaml required fields.

T02 — Operator approve P0 set

id: FI-WP-0003-T02
status: todo
priority: high

Human review of P0 candidates: license, size vs soft quota, hardware fit. Set status: approved, collection.approved_by, collection.approved_at.

Done when: each P0 entry is approved or rejected with reason.

T03 — Download P0 to backup storage + verify

id: FI-WP-0003-T03
status: todo
priority: high

For each approved P0:

  1. Download into {BACKUP}/freedom-intelligence/models/... (or staging/ then promote)
  2. Record artifacts[].sha256, size, collection.storage_path
  3. Set status: collected then verified after re-hash or smoke load

Prefer official HF revisions; use huggingface-cli or equivalent with revision pin.

Blocked on: FI-WP-0001-T04 (storage pin).

Done when: all approved P0 are verified or explicitly deferred with notes.

T04 — P1 decision pass

id: FI-WP-0003-T04
status: todo
priority: medium

After P0, decide which P1 models fit remaining quota. Approve/collect subset or leave as candidates for daily briefs to re-prioritize.

Done when: each P1 has an explicit next status (approved, candidate, rejected).

T05 — Reserve index snapshot

id: FI-WP-0003-T05
status: todo
priority: low

Write inventory/RESERVE-STATUS.md summarizing collected vs candidate totals, bytes used vs soft quota, and hardware coverage gaps.

Done when: one-page status exists for operators and future daily briefs.

Acceptance (workplan-level)

  • Catalog seeded from baseline survey
  • Storage pin complete (upstream)
  • P0 verified on backup media
  • RESERVE-STATUS snapshot after first collections

Out of scope

  • Hosting inference endpoints
  • Full DeepSeek-V3/R1 671B pull without separate capacity decision
  • Dataset reserve (weights only unless tiny tokenizer/adapters)