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freedom-intelligence/inventory/RESERVE-STATUS.md
tegwick 77d4ffe86e Finish FI-WP-0002 and FI-WP-0003: daily rhythm and R-spine reserve. 
Enable fi-daily-research-brief, prove fi_brief_status idempotence with the
2026-07-28 brief, approve R/S catalog entries, collect and verify embeds plus
Qwen3-8B and R1-Distill-14B on VAULT, and document residuals (HF-gated Llama,
deferred S giants, railiance ConfigMap apply).
2026-07-28 01:30:55 +02:00

2.6 KiB
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Open-weight reserve status

As of: 2026-07-28
Store: /mnt/d/vault/coulomb/freedom-intelligence/ (D:\vault\coulomb\freedom-intelligence\)
Soft quota: 850 GiB · Hard stop: 920 GiB

Portfolio snapshot

Class Count Status mix
Catalog entries 12 see table
verified on disk 4 R embeds + Qwen3-8B + R1-Distill-14B
approved (pull deferred) S giants + Llama edge capacity / HF gate
candidate (W) 3 headroom-gated

Disk use (model tree)

Run: du -sh /mnt/d/vault/coulomb/freedom-intelligence/models

Path Role Approx
models/nomic-ai__nomic-embed-text-v1.5/main R embed ~0.5 GiB verified
models/BAAI__bge-m3/main R embed ~2.1 GiB verified
models/Qwen__Qwen3-8B/main R instruct ~15.3 GiB verified
models/deepseek-ai__DeepSeek-R1-Distill-Qwen-14B/main R reason ~27.5 GiB verified

~45 GiB of soft 850 GiB used by verified R spine → ~800+ GiB headroom for S.

Decision matrix (2026-07-28)

Id Tier Decision Disk
Qwen3-8B R verified yes
Llama-3.2-3B-Instruct R approved deferred — HF gate (need token)
BGE-M3 R verified yes
R1-Distill-Qwen-14B R verified yes
nomic-embed-text-v1.5 R verified yes
DeepSeek-V3 S1 approved, collection deferred no — capacity / compressed plan later
DeepSeek-R1 full S2 approved, collection deferred no — distill covers runnable reason
Qwen3-72B S4 approved, collection deferred no — after R; pick vs Llama-70B
Llama-3.3-70B-Instruct S4 approved, collection deferred no — gated + vs Qwen-72B
Qwen3-14B W remain candidate no
R1-Distill-32B W remain candidate no
bge-reranker-v2-m3 W remain candidate no

Hardware coverage gaps

Need Status
Default local instruct (8B) Covered (Qwen3-8B)
Edge micro-agent Llama-3.2-3B blocked on HF auth
Multilingual RAG embed Covered (BGE-M3 + nomic)
Local reason Covered (R1-Distill-14B)
Frontier-open general MoE offline Deferred S1 (V3 class)
Full open reasoner MoE Deferred S2

Next pulls (operator)

  1. Set HF_TOKEN and pull Llama-3.2-3B-Instruct.
  2. Reassess soft quota; pick one of Qwen3-72B vs Llama-3.3-70B before any S1 giant.
  3. For S1/S2: prefer official compressed distributions under soft quota.

Tool: scripts/collect_model.py (weights-only, sequential, writes MANIFEST.json).