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freedom-intelligence/inventory/catalog/meta-llama__Llama-3.2-3B-Instruct__candidate.yaml

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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
id: meta-llama__Llama-3.2-3B-Instruct__candidate
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
status: approved
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
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
Register reserve under agents hub and pin VAULT storage. Classify freedom-intelligence for State Hub (agents domain), sync FI-WP-0001..0003 with hub IDs, enrich catalog entries with profile/SWOT, and pin the open-weight reserve to D:\vault\coulomb\freedom-intelligence\ with strategic S-tier policy.
2026-07-28 00:25:21 +02:00
project_url: https://www.llama.com/
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
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."
Register reserve under agents hub and pin VAULT storage. Classify freedom-intelligence for State Hub (agents domain), sync FI-WP-0001..0003 with hub IDs, enrich catalog entries with profile/SWOT, and pin the open-weight reserve to D:\vault\coulomb\freedom-intelligence\ with strategic S-tier policy.
2026-07-28 00:25:21 +02:00
profile:
summary: "Tiny edge instruct for always-on and low-VRAM agent micro-services."
original_source: https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct
use_cases:
- "Always-on local helper with minimal power/VRAM"
- "Fast classification, routing, and short-form rewrites"
- "CPU or 4–8 GB GPU edge boxes"
- "Smoke-test harnesses before promoting to 8B+"
- "Embedded tooling demos and offline kiosks"
sweet_spots:
- "Latency and footprint over peak intelligence"
- "Huge Llama ecosystem (llama.cpp, Ollama, many templates)"
- "Cheap parallel micro-agents in a fleet"
not_ideal_for:
- "Serious coding or long documents"
- "Domain FT when quality matters (prefer 8B base)"
- "Standalone reasoning-heavy ops decisions"
capability_notes: >
Compact Meta instruct model. Best as a floor for local intelligence and
high-volume simple tasks, not as the lab's primary brain.
swot:
strengths:
- "Very small; runs almost anywhere in the lab"
- "Massive tooling and community template coverage"
- "Good enough for structured short outputs"
weaknesses:
- "Shallow capability; fails hard tasks silently if not constrained"
- "Custom Llama license (not pure OSS-permissive)"
- "HF gated access friction"
opportunities:
- "Fleet of specialized tiny adapters per workflow"
- "Guardrail / router model in front of larger backends"
threats:
- "Qwen/Gemma/Smol peers may outclass at same size"
- "License or regional policy changes for Llama family"
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
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:
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
approved_by: "bernd"
approved_at: "2026-07-28"
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
downloaded_at: null
downloaded_by: ""
storage_path: ""
brief_refs:
- research/2026-07-24-baseline-field-survey.md
Register reserve under agents hub and pin VAULT storage. Classify freedom-intelligence for State Hub (agents domain), sync FI-WP-0001..0003 with hub IDs, enrich catalog entries with profile/SWOT, and pin the open-weight reserve to D:\vault\coulomb\freedom-intelligence\ with strategic S-tier policy.
2026-07-28 00:25:21 +02:00
reason: "P0/R edge instruct — tiny, huge ecosystem, good CPU/GPU floor for agents."
tags: [tier-r, instruct, edge, llama]
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
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."
Register reserve under agents hub and pin VAULT storage. Classify freedom-intelligence for State Hub (agents domain), sync FI-WP-0001..0003 with hub IDs, enrich catalog entries with profile/SWOT, and pin the open-weight reserve to D:\vault\coulomb\freedom-intelligence\ with strategic S-tier policy.
2026-07-28 00:25:21 +02:00
- at: "2026-07-24"
event: profile_swot_added
by: grok
detail: "schema 0.2 profile + SWOT."
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
- at: "2026-07-28"
event: approved
by: bernd
detail: "R edge (HF gated — pull when token available)"
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