freedom-intelligence/inventory/catalog/Qwen__Qwen3.8-27B__candidate.yaml

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id: Qwen__Qwen3.8-27B__candidate
status: candidate
name: Qwen3.8-27B
org: Qwen
source:
kind: huggingface
url: https://huggingface.co/Qwen/Qwen3.8-27B
revision: main
model_card_url: https://huggingface.co/Qwen/Qwen3.8-27B
project_url: https://qwen.ai/
license:
spdx: Apache-2.0
url: https://huggingface.co/Qwen/Qwen3.8-27B
allows_offline_retention: true
allows_local_ops: true
allows_fine_tune: true
notes: "Apache 2.0 on the 27B dense multimodal card (2026-08-14). Confirm at pin. Not the Qwen3.8-Max bespoke licence."
profile:
summary: "Dense 27B multimodal Apache-2.0 — candidate R-spine upgrade vs Qwen3-8B."
original_source: https://huggingface.co/Qwen/Qwen3.8-27B
use_cases:
- "Local instruct / vision on T2T3 (24 GB class at Q4)"
- "Coding and office agents that need more than 8B"
- "Homelab QLoRA base"
sweet_spots:
- "Apache-2.0, ungated, actually runnable unlike V4-Flash / K3"
- "Native vision; 262k context (YaRN toward 1M)"
not_ideal_for:
- "Replacing the 8B always-on default until measured"
- "Standing in for Qwen3.8-2.4T-A95B (different licence, multi-TB)"
capability_notes: >
Released 2026-08-14, the day the automated brief last landed on
origin — so the sensing loop never recorded it. Dense 27.8B,
multimodal, Apache 2.0. Distinct from Qwen3.8-2.4T-A95B (custom
Max licence, ~4.89 TB). Nominate as W/R; do not pull until euro
budget and R-spine review after V4-Flash lands.
swot:
strengths:
- "Apache-2.0 dense multimodal at a size we can actually serve later"
- "Likely better local default than Qwen3-8B if VRAM allows"
weaknesses:
- "Larger than current verified R instruct (8B)"
- "Hardware envelope hosts still TBD"
opportunities:
- "R-spine upgrade path that does not need Glacier"
- "Vision in the local working set"
threats:
- "Qwen 4.x could supersede before we pull"
size:
total_bytes: 0
total_human: "~56 GiB class (reports); measure at pull — Q4 much smaller"
hardware_class:
min_vram_gb_q4: 20
min_vram_gb_fp16: 56
notes: "T2 stretch / T3. Not T1."
axes: [B, C]
priority: medium
collection:
approved_by: ""
approved_at: null
downloaded_at: null
downloaded_by: ""
storage_path: ""
brief_refs:
- briefs/2026/09/2026-09-13.md
reason: "Missed by the Aug 14 brief cutoff; Apache-2.0 dense 27B is the obvious R-upgrade candidate."
tags: [tier-w, tier-r, instruct, vision, apache]
companions: []
notes: "Do not confuse with Qwen3.8-2.4T-A95B (S-class, custom licence, multi-TB)."
history:
- at: "2026-09-13"
event: nominated
by: grok
detail: "Catch-up brief after cadence hole. Candidate only."