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 · 2026-07-24 00:15:27 +02:00 · b5f911140b
commit b5f911140b
parent 1dc1e09517
28 changed files with 2651 additions and 1 deletions
--- a/inventory/catalog/.gitkeep
+++ b/inventory/catalog/.gitkeep
--- a/inventory/catalog/BAAIbge-m3candidate.yaml
+++ b/inventory/catalog/BAAIbge-m3candidate.yaml
@ -0,0 +1,42 @@
+id: BAAI__bge-m3__candidate
+status: candidate
+name: bge-m3
+org: BAAI
+source:
+  kind: huggingface
+  url: https://huggingface.co/BAAI/bge-m3
+  revision: main
+  model_card_url: https://huggingface.co/BAAI/bge-m3
+license:
+  spdx: MIT
+  url: https://huggingface.co/BAAI/bge-m3
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: ""
+size:
+  total_bytes: 0
+  total_human: "~2 GB"
+hardware_class:
+  min_vram_gb_q4: 1
+  min_vram_gb_fp16: 2
+  notes: "Runs on CPU comfortably for many workloads"
+axes: [B]
+priority: high
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P0 multilingual embedding staple for local RAG (docs, ops notes, DE/EN)."
+tags: [embedding, multilingual, rag]
+companions: []
+notes: "Small download — within agent auto-collect band after license check once storage pinned."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P0 recommendation from initial deep research."
--- a/inventory/catalog/BAAIbge-reranker-v2-m3candidate.yaml
+++ b/inventory/catalog/BAAIbge-reranker-v2-m3candidate.yaml
@ -0,0 +1,43 @@
+id: BAAI__bge-reranker-v2-m3__candidate
+status: candidate
+name: bge-reranker-v2-m3
+org: BAAI
+source:
+  kind: huggingface
+  url: https://huggingface.co/BAAI/bge-reranker-v2-m3
+  revision: main
+  model_card_url: https://huggingface.co/BAAI/bge-reranker-v2-m3
+license:
+  spdx: Apache-2.0
+  url: https://huggingface.co/BAAI/bge-reranker-v2-m3
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: "Confirm SPDX on card."
+size:
+  total_bytes: 0
+  total_human: "~1–2 GB (estimate)"
+hardware_class:
+  min_vram_gb_q4: 1
+  min_vram_gb_fp16: 2
+  notes: "Companion to bge-m3"
+axes: [B]
+priority: medium
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P1 — cheap RAG quality win as companion to BGE-M3."
+tags: [reranker, rag]
+companions:
+  - BAAI__bge-m3__candidate
+notes: ""
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P1 recommendation from initial deep research."
--- a/inventory/catalog/QwenQwen3-14Bcandidate.yaml
+++ b/inventory/catalog/QwenQwen3-14Bcandidate.yaml
@ -0,0 +1,42 @@
+id: Qwen__Qwen3-14B__candidate
+status: candidate
+name: Qwen3-14B
+org: Qwen
+source:
+  kind: huggingface
+  url: https://huggingface.co/Qwen/Qwen3-14B
+  revision: main
+  model_card_url: https://huggingface.co/Qwen/Qwen3-14B
+license:
+  spdx: Apache-2.0
+  url: https://huggingface.co/Qwen/Qwen3-14B
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: "Confirm card at download."
+size:
+  total_bytes: 0
+  total_human: "~28 GB fp16 / ~9 GB Q4 (estimate)"
+hardware_class:
+  min_vram_gb_q4: 10
+  min_vram_gb_fp16: 28
+  notes: "T2 quality step"
+axes: [B, C]
+priority: medium
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P1 — stronger single-GPU chat/code when quota allows after P0."
+tags: [instruct, qwen3]
+companions: []
+notes: ""
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P1 recommendation from initial deep research."
--- a/inventory/catalog/QwenQwen3-8Bcandidate.yaml
+++ b/inventory/catalog/QwenQwen3-8Bcandidate.yaml
@ -0,0 +1,42 @@
+id: Qwen__Qwen3-8B__candidate
+status: candidate
+name: Qwen3-8B
+org: Qwen
+source:
+  kind: huggingface
+  url: https://huggingface.co/Qwen/Qwen3-8B
+  revision: main
+  model_card_url: https://huggingface.co/Qwen/Qwen3-8B
+license:
+  spdx: Apache-2.0
+  url: https://huggingface.co/Qwen/Qwen3-8B
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: "Confirm exact card license at download time; Qwen3 line generally Apache-2.0."
+size:
+  total_bytes: 0
+  total_human: "~16 GB fp16 / ~5 GB Q4 (estimate)"
+hardware_class:
+  min_vram_gb_q4: 6
+  min_vram_gb_fp16: 16
+  notes: "Default T1–T2 general instruct and FT base"
+axes: [B, C]
+priority: high
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P0 spine — best default open general/tool model for local ops and QLoRA domain specialization."
+tags: [instruct, text, qwen3, ft-base]
+companions: []
+notes: "Prefer Instruct variant on card if separate repo; pin commit SHA at collection."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P0 recommendation from initial deep research."
--- a/inventory/catalog/deepseek-aiDeepSeek-R1-Distill-Qwen-14Bcandidate.yaml
+++ b/inventory/catalog/deepseek-aiDeepSeek-R1-Distill-Qwen-14Bcandidate.yaml
@ -0,0 +1,42 @@
+id: deepseek-ai__DeepSeek-R1-Distill-Qwen-14B__candidate
+status: candidate
+name: DeepSeek-R1-Distill-Qwen-14B
+org: deepseek-ai
+source:
+  kind: huggingface
+  url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+  revision: main
+  model_card_url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+license:
+  spdx: MIT
+  url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: "R1 distill series MIT — confirm card at pin time."
+size:
+  total_bytes: 0
+  total_human: "~28 GB fp16 / ~9 GB Q4 (estimate)"
+hardware_class:
+  min_vram_gb_q4: 10
+  min_vram_gb_fp16: 28
+  notes: "T2 Q4 preferred; fall back to 8B distill if VRAM tight"
+axes: [B, C]
+priority: high
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P0 local reasoning without full R1 MoE — agent/tool loops and harder offline tasks."
+tags: [reasoning, distill, deepseek]
+companions: []
+notes: "If disk/VRAM constrained, substitute DeepSeek-R1-Distill-Qwen-8B as P0 alternate."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P0 recommendation from initial deep research."
--- a/inventory/catalog/deepseek-aiDeepSeek-R1-Distill-Qwen-32Bcandidate.yaml
+++ b/inventory/catalog/deepseek-aiDeepSeek-R1-Distill-Qwen-32Bcandidate.yaml
@ -0,0 +1,42 @@
+id: deepseek-ai__DeepSeek-R1-Distill-Qwen-32B__candidate
+status: candidate
+name: DeepSeek-R1-Distill-Qwen-32B
+org: deepseek-ai
+source:
+  kind: huggingface
+  url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+  revision: main
+  model_card_url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+license:
+  spdx: MIT
+  url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: ""
+size:
+  total_bytes: 0
+  total_human: "~65 GB fp16 / ~20 GB Q4 (estimate)"
+hardware_class:
+  min_vram_gb_q4: 20
+  min_vram_gb_fp16: 64
+  notes: "T2–T3; only if hardware envelope supports"
+axes: [B, C]
+priority: medium
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P1 stronger local reasoner — approve only with VRAM + quota headroom."
+tags: [reasoning, distill, deepseek]
+companions: []
+notes: "Do not collect full DeepSeek-V3/R1 MoE under this id."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P1 recommendation from initial deep research."
--- a/inventory/catalog/meta-llamaLlama-3.2-3B-Instructcandidate.yaml
+++ b/inventory/catalog/meta-llamaLlama-3.2-3B-Instructcandidate.yaml
@ -0,0 +1,42 @@
+id: meta-llama__Llama-3.2-3B-Instruct__candidate
+status: candidate
+name: Llama-3.2-3B-Instruct
+org: meta-llama
+source:
+  kind: huggingface
+  url: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct
+  revision: main
+  model_card_url: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct
+license:
+  spdx: custom
+  url: https://ai.meta.com/llama/license/
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: "Llama Community License — not MIT; review terms before commercial redistribution."
+size:
+  total_bytes: 0
+  total_human: "~6 GB fp16 / ~2 GB Q4 (estimate)"
+hardware_class:
+  min_vram_gb_q4: 3
+  min_vram_gb_fp16: 8
+  notes: "T0–T1 edge / always-on"
+axes: [B]
+priority: high
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P0 edge instruct — tiny, huge ecosystem, good CPU/GPU floor for agents."
+tags: [instruct, edge, llama]
+companions: []
+notes: "HF gated model — need accepted license on account before download."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P0 recommendation from initial deep research."
--- a/inventory/catalog/nomic-ainomic-embed-text-v1.5candidate.yaml
+++ b/inventory/catalog/nomic-ainomic-embed-text-v1.5candidate.yaml
@ -0,0 +1,42 @@
+id: nomic-ai__nomic-embed-text-v1.5__candidate
+status: candidate
+name: nomic-embed-text-v1.5
+org: nomic-ai
+source:
+  kind: huggingface
+  url: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
+  revision: main
+  model_card_url: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
+license:
+  spdx: Apache-2.0
+  url: https://huggingface.co/nomic-ai/nomic-embed-text-v1.5
+  allows_offline_retention: true
+  allows_local_ops: true
+  allows_fine_tune: true
+  notes: ""
+size:
+  total_bytes: 0
+  total_human: "<1 GB"
+hardware_class:
+  min_vram_gb_q4: 1
+  min_vram_gb_fp16: 1
+  notes: "CPU-friendly"
+axes: [B]
+priority: high
+collection:
+  approved_by: ""
+  approved_at: null
+  downloaded_at: null
+  downloaded_by: ""
+  storage_path: ""
+  brief_refs:
+    - research/2026-07-24-baseline-field-survey.md
+reason: "P0 lightweight embed for A/B with BGE-M3; long-context text retrieval."
+tags: [embedding, rag]
+companions: []
+notes: "If v2 text is preferred at collection time, update id/url and supersede this candidate."
+history:
+  - at: "2026-07-24"
+    event: nominated
+    by: baseline-survey
+    detail: "P0 recommendation from initial deep research."