tegwick
70cbfe0c6c
Add 2026-08-03 week catch-up brief with Kimi K3 as S1 strategic (collection deferred on ~1454 GiB vs 850 GiB soft quota), document recurrence ops, and add a workstation due-notice consumer cron helper. Production schedule was applied to railiance ConfigMap and Temporal (weekdays 07:30 Europe/Berlin).
104 lines
4.2 KiB
YAML
104 lines
4.2 KiB
YAML
id: moonshotai__Kimi-K3__strategic
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status: approved
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name: Kimi-K3
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org: moonshotai
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source:
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kind: huggingface
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url: https://huggingface.co/moonshotai/Kimi-K3
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revision: main
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model_card_url: https://huggingface.co/moonshotai/Kimi-K3
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project_url: https://www.kimi.com/
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paper_url: https://huggingface.co/papers/2607.24653
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license:
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spdx: LicenseRef-Kimi-K3
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url: https://huggingface.co/moonshotai/Kimi-K3
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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: >
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Custom Kimi K3 License (not plain MIT/Apache). Review commercial SaaS
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revenue thresholds and attribution before external product embedding.
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Confirm card text at pin time.
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profile:
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summary: "S1 open frontier MoE (2.8T) — best open general/agentic class mid-2026."
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original_source: https://huggingface.co/moonshotai/Kimi-K3
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use_cases:
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- "Long-horizon coding and agent workflows (offline optionality)"
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- "Strategic reserve if closed APIs are unavailable or restricted"
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- "Future multi-GPU / training-facility inference when hardware catches up"
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- "Capability baseline against closed frontier for daily briefs"
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- "Native vision + 1M-context knowledge work (when runnable)"
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sweet_spots:
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- "Top open-weight intelligence class after Jul 2026 weight release"
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- "Agentic / coding / long-context open MoE identity"
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- "Displaces prior S1 DeepSeek-V3 as primary open general target"
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not_ideal_for:
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- "Current single-GPU or small multi-GPU lab serve (far beyond run envelope)"
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- "Fitting under 850 GiB soft quota at full precision (~1.45 TiB tree)"
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- "Casual always-on chat (use R spine)"
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capability_notes: >
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Moonshot Kimi K3: ~2.8T total MoE parameters, sparse activation (~16/896
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experts), Kimi Delta Attention + Attention Residuals, native multimodal,
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~1M context. Official HF tree measured ~1454 GiB (96 shards). Collection
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deferred until capacity exception or official compressed distribution.
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swot:
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strengths:
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- "Leading open-weight general/agentic capability at release"
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- "Open weights enable true offline retention optionality"
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- "Strong coding / long-horizon / vision narrative"
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weaknesses:
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- "Disk footprint (~1.45 TiB) exceeds current soft quota and most lab GPUs"
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- "Custom license with commercial thresholds"
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- "Serve cost multi-node enterprise class"
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opportunities:
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- "Hold identity in catalog; pull compressed later if published"
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- "Anchor daily briefs / evals against open SOTA"
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- "Displace V3 as primary S1 when space allows"
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threats:
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- "Quota: full pull blocks all other S niches on VAULT"
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- "Rapid supersession by K3.x or peer open giants"
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- "Third-party quant quality variance if forced to unofficial packs"
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size:
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total_bytes: 1560998984390
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total_human: "~1454 GiB official HF tree (measured 2026-08-03); compressed TBD"
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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 (multi-node). Strategic reserve only."
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axes: [A, B, C, D]
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priority: high
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collection:
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approved_by: "bernd"
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approved_at: "2026-08-03"
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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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- briefs/2026/08/2026-08-03.md
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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: >
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S1 strategic — best open-weight general/agentic model class after Jul 2026
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release; keep capability identity even though full tree exceeds soft quota.
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tags: [tier-s, strategic, beyond-run-envelope, moe, general, vision, kimi, s1]
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companions: []
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notes: >
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Do not bulk-download full tree under 850 GiB soft quota. Prefer official
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compressed if/when available. Revisit capacity exception with operator.
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history:
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- at: "2026-08-03"
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event: nominated
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by: grok
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detail: "Week catch-up brief — Kimi K3 open weights Jul 27 as new open SOTA."
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- at: "2026-08-03"
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event: approved
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by: bernd
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detail: "Operator direction: catalog and plan; collection deferred on capacity."
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- at: "2026-08-03"
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event: collection_deferred
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by: grok
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detail: "Official tree ~1454 GiB > soft quota 850 GiB; await capacity decision or compressed release."
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- at: "2026-08-03"
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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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