Make the sensing loop durable and pin the reserve to Scaleway
The weekday brief only counts when the file is on origin/main. Hub events without git objects are failures. The open-weight SoT moves from the VAULT 850 GiB quota to a dedicated Scaleway bucket (One Zone IA for R, Glacier for S) so V4-Flash and K3 are economically in-scope. Catalogs the real DeepSeek-V4-Flash-0731 (MIT ~167 GiB MoE, not 12B) and nominates Qwen3.8-27B. Bucket create remains FI-WP-0004-T08. Assistant: grok Assistant-Session: 01a09c6a-1cfc-75b1-a78d-c13eaf22241d
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inventory/catalog/Qwen__Qwen3.8-27B__candidate.yaml
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inventory/catalog/Qwen__Qwen3.8-27B__candidate.yaml
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id: Qwen__Qwen3.8-27B__candidate
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status: candidate
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name: Qwen3.8-27B
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org: Qwen
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source:
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kind: huggingface
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url: https://huggingface.co/Qwen/Qwen3.8-27B
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revision: main
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model_card_url: https://huggingface.co/Qwen/Qwen3.8-27B
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project_url: https://qwen.ai/
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license:
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spdx: Apache-2.0
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url: https://huggingface.co/Qwen/Qwen3.8-27B
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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: "Apache 2.0 on the 27B dense multimodal card (2026-08-14). Confirm at pin. Not the Qwen3.8-Max bespoke licence."
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profile:
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summary: "Dense 27B multimodal Apache-2.0 — candidate R-spine upgrade vs Qwen3-8B."
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original_source: https://huggingface.co/Qwen/Qwen3.8-27B
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use_cases:
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- "Local instruct / vision on T2–T3 (24 GB class at Q4)"
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- "Coding and office agents that need more than 8B"
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- "Homelab QLoRA base"
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sweet_spots:
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- "Apache-2.0, ungated, actually runnable unlike V4-Flash / K3"
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- "Native vision; 262k context (YaRN toward 1M)"
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not_ideal_for:
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- "Replacing the 8B always-on default until measured"
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- "Standing in for Qwen3.8-2.4T-A95B (different licence, multi-TB)"
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capability_notes: >
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Released 2026-08-14, the day the automated brief last landed on
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origin — so the sensing loop never recorded it. Dense 27.8B,
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multimodal, Apache 2.0. Distinct from Qwen3.8-2.4T-A95B (custom
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Max licence, ~4.89 TB). Nominate as W/R; do not pull until euro
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budget and R-spine review after V4-Flash lands.
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swot:
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strengths:
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- "Apache-2.0 dense multimodal at a size we can actually serve later"
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- "Likely better local default than Qwen3-8B if VRAM allows"
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weaknesses:
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- "Larger than current verified R instruct (8B)"
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- "Hardware envelope hosts still TBD"
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opportunities:
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- "R-spine upgrade path that does not need Glacier"
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- "Vision in the local working set"
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threats:
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- "Qwen 4.x could supersede before we pull"
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size:
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total_bytes: 0
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total_human: "~56 GiB class (reports); measure at pull — Q4 much smaller"
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hardware_class:
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min_vram_gb_q4: 20
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min_vram_gb_fp16: 56
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notes: "T2 stretch / T3. Not T1."
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axes: [B, C]
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priority: medium
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collection:
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approved_by: ""
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approved_at: null
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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/2026/09/2026-09-13.md
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reason: "Missed by the Aug 14 brief cutoff; Apache-2.0 dense 27B is the obvious R-upgrade candidate."
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tags: [tier-w, tier-r, instruct, vision, apache]
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companions: []
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notes: "Do not confuse with Qwen3.8-2.4T-A95B (S-class, custom licence, multi-TB)."
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history:
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- at: "2026-09-13"
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event: nominated
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by: grok
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detail: "Catch-up brief after cadence hole. Candidate only."
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id: deepseek-ai__DeepSeek-V4-Flash-0731__strategic
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status: approved
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name: DeepSeek-V4-Flash-0731
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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-V4-Flash-0731
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revision: main
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model_card_url: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731
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project_url: https://www.deepseek.com/
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paper_url: https://arxiv.org/abs/2606.19348
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license:
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spdx: MIT
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url: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731
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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: "Official card: repository and weights MIT. Confirm at pin."
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profile:
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summary: "S-tier open MIT MoE — 284B base / ~13B active (304B with DSpark); not a 12B dense model."
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original_source: https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731
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use_cases:
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- "Primary open-weight agentic / coding identity after Jul 2026"
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- "Offline optionality if DeepSeek API access changes"
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- "Future multi-GPU serve (vLLM DSpark / SGLang); not current R-spine"
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- "Capability bar for daily briefs against closed frontier"
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sweet_spots:
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- "Best MIT-licensed open near-frontier that actually fits cheap Glacier (~167 GiB HF tree)"
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- "Fits the €15/month Scaleway budget with room for K3"
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- "Displaces DeepSeek-V3 as the collectable S1 identity"
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not_ideal_for:
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- "Current single-consumer-GPU daily ops (use R spine / Qwen3.8-27B)"
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- "Treating 'Flash' as a 12B dense model (that reading was an executor error)"
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capability_notes: >
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Official V4-Flash release (2026-07-31). Same structure as
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DeepSeek-V4-Flash-DSpark (speculative decoding module attached).
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HF card reports 304B params (284B base + draft). ~13B active.
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1M context. Terminal Bench 2.1 82.7. HF tree listed ~167 GB.
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Automated briefs 2026-08-04…14 repeatedly called this a 12B dense
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consumer-GPU model and once claimed it was already collected. It
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was not. Size class is S, not R.
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swot:
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strengths:
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- "MIT, official org, actually downloadable"
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- "Near-frontier agentic scores at ~13B active"
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- "Footprint (~167 GiB) is cheap on Glacier and was always inside the old 850 GiB quota"
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weaknesses:
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- "Serve needs multi-GPU / high unified memory, not T1–T2"
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- "Executor hallucinated it as 12B for two weeks — catalog must stay the authority"
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opportunities:
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- "First S pull onto Scaleway (FI-WP-0004-T09)"
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- "Compressed / GGUF community packs exist if we want a later R experiment (not a substitute for the official tree)"
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threats:
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- "Successor V4.x could land while we still have no object on disk"
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- "Quota-era deferral already cost a month of optionality"
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size:
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total_bytes: 179000000000
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total_human: "~167 GiB official HF tree (card file listing 2026-09-13); 304B params / ~13B active"
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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 (T3–T4). Community 2-bit reports exist for 128 GB unified memory; not an R-spine claim."
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axes: [A, B, D]
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priority: high
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collection:
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approved_by: "grok"
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approved_at: "2026-09-13"
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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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- briefs/2026/09/2026-09-13.md
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- docs/decisions/2026-09-13-scaleway-object-reserve.md
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reason: "S1 collectable — strongest MIT open MoE that fits the Scaleway euro budget; first pull after bucket create."
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tags: [tier-s, strategic, moe, mit, beyond-run-envelope]
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companions: []
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notes: >
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Do not confuse with a 12B dense checkpoint. There is no
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deepseek-ai/DeepSeek-V4-Flash-0731-12B. Pull the official card repo.
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Storage class at upload: strategic/ → Glacier.
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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: "Catch-up brief named V4-Flash-0731 as mid-tier open value leader."
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- at: "2026-08-04"
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event: misidentified
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by: rein-aharness
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detail: "Automated briefs treated it as 12B dense; never cataloged; 08-07 claimed on-disk collection that did not happen."
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- at: "2026-09-13"
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event: approved
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by: grok
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detail: "Corrected to 304B-class MoE ~167 GiB MIT. Approved for Scaleway Glacier once FI-WP-0004-T08 bucket exists."
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