tegwick
77d4ffe86e
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).
91 lines
3.9 KiB
YAML
91 lines
3.9 KiB
YAML
id: deepseek-ai__DeepSeek-V3__strategic
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status: approved
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name: DeepSeek-V3
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org: deepseek-ai
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source:
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kind: huggingface
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url: https://huggingface.co/deepseek-ai/DeepSeek-V3
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revision: main
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model_card_url: https://huggingface.co/deepseek-ai/DeepSeek-V3
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project_url: https://github.com/deepseek-ai/DeepSeek-V3
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license:
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spdx: MIT
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url: https://huggingface.co/deepseek-ai/DeepSeek-V3
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allows_offline_retention: true
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allows_local_ops: true
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allows_fine_tune: true
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notes: "Confirm active card license at pin; prefer latest V3.x/V4 open successor if it is the new SOTA open general."
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profile:
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summary: "Strategic open general MoE — among the most capable open chat/code weights."
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original_source: https://huggingface.co/deepseek-ai/DeepSeek-V3
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use_cases:
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- "Long-term offline optionality if frontier API access is lost or restricted"
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- "Future multi-GPU / training-facility inference or continued pretrain"
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- "Capability benchmark reference against closed frontier"
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- "Source of student weights / distill experiments (when license + hardware allow)"
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sweet_spots:
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- "S1 primary giant: best open general MoE class on the reserve"
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- "Capability identity even when only compressed weights fit disk"
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- "MIT-friendly open SOTA lineage (confirm at pin)"
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not_ideal_for:
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- "Current lab single-GPU daily ops (use R spine)"
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- "Storing multiple near-duplicate full-precision giants on one disk"
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- "Assuming immediate local serve without major hardware upgrade"
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capability_notes: >
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Flagship open general MoE (or successor) for the strategic tier. On ~1–2 TB
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lab bulk storage, prefer official compressed distributions when full precision
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would exhaust soft quota. Catalog identity stays the base model id + revision.
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swot:
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strengths:
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- "Top-tier open general capability for the era"
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- "Open weights enable true offline retention and future fine work"
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- "Strong coding/agent relevance as hardware catches up"
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weaknesses:
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- "Huge disk and multi-GPU serve cost"
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- "Rapid version churn (V3 → V3.x → V4)"
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- "Quant choice materially affects quality"
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opportunities:
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- "Hold compressed primary; upgrade hardware later without re-scrape risk"
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- "Anchor daily briefs against a fixed offline SOTA open baseline"
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threats:
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- "Soft quota: one full pull can block other S niches"
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- "License or card terms change at successor releases — re-check at pin"
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size:
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total_bytes: 0
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total_human: "hundreds of GiB (quant) to multi-hundred+ GiB; measure at pull — may need official compressed release"
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hardware_class:
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min_vram_gb_q4: 0
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min_vram_gb_fp16: 0
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notes: "Beyond current lab run envelope (T4+). Reserved for strategic capability, not current inference."
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axes: [A, B, C]
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priority: high
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collection:
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approved_by: "bernd"
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approved_at: "2026-07-28"
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downloaded_at: null
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downloaded_by: ""
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storage_path: ""
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brief_refs:
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- research/2026-07-24-nas-strategic-collection-plan.md
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- docs/decisions/2026-07-24-nas-strategic-reserve.md
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reason: "S1 strategic — among the most capable open general MoE weights; keep even if unrunnable today."
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tags: [tier-s, strategic, beyond-run-envelope, moe, general]
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companions: []
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notes: "At download: pin exact revision; if full precision exceeds remaining soft quota, collect best official compressed distribution of the same model line."
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history:
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- at: "2026-07-24"
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event: nominated
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by: operator-policy
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detail: "1TB NAS strategic reserve — capability-first, not run-envelope-gated."
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- at: "2026-07-28"
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event: profile_swot_added
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by: grok
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detail: "schema 0.2 profile + SWOT."
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- at: "2026-07-28"
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event: approved
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by: bernd
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detail: "S1 primary giant — deferred full pull (capacity; prefer official compressed later)"
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- at: "2026-07-28"
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event: collection_deferred
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by: grok
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detail: "S1 primary giant — deferred full pull (capacity; prefer official compressed later)"
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