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).
86 lines
2.8 KiB
YAML
86 lines
2.8 KiB
YAML
id: Qwen__Qwen3-14B__candidate
|
|
status: candidate
|
|
name: Qwen3-14B
|
|
org: Qwen
|
|
source:
|
|
kind: huggingface
|
|
url: https://huggingface.co/Qwen/Qwen3-14B
|
|
revision: main
|
|
model_card_url: https://huggingface.co/Qwen/Qwen3-14B
|
|
project_url: https://qwenlm.github.io/
|
|
license:
|
|
spdx: Apache-2.0
|
|
url: https://huggingface.co/Qwen/Qwen3-14B
|
|
allows_offline_retention: true
|
|
allows_local_ops: true
|
|
allows_fine_tune: true
|
|
notes: "Confirm card at download."
|
|
profile:
|
|
summary: "Mid-size Qwen3 step up from 8B for stronger single-GPU chat/code."
|
|
original_source: https://huggingface.co/Qwen/Qwen3-14B
|
|
use_cases:
|
|
- "Higher-quality local assistant when 8B is the bottleneck"
|
|
- "Harder coding and long-context drafting on T2 GPUs"
|
|
- "A/B baseline vs R1-Distill-14B (general vs reason-specialist)"
|
|
- "Domain FT when 8B capacity is insufficient"
|
|
sweet_spots:
|
|
- "Quality step within still-single-GPU open dense class"
|
|
- "Multilingual instruct continuity with Qwen3-8B"
|
|
- "Quota-friendly alternative to jumping to 70B"
|
|
not_ideal_for:
|
|
- "Always-on default if VRAM is tight (prefer 8B)"
|
|
- "Deepest reasoner tasks (prefer R1 distill or full R1 reserve)"
|
|
- "Embedding / retrieval"
|
|
capability_notes: >
|
|
W-tier optional after R spine. Collect when soft-quota headroom and a clear
|
|
quality gap vs Qwen3-8B show up in daily work. Prefer Instruct sibling if
|
|
separate at pin time.
|
|
swot:
|
|
strengths:
|
|
- "Clear capability bump over 8B without 70B cost"
|
|
- "Same Qwen3 stack and tooling as the R default"
|
|
- "Apache-friendly licensing typical"
|
|
weaknesses:
|
|
- "Near-duplicate niche vs strong 8B + selective 14B reason distill"
|
|
- "Still not frontier closed quality on hard agentic SWE"
|
|
opportunities:
|
|
- "Promote to R if lab defaults move off 8B"
|
|
- "FT target when domain data needs more capacity"
|
|
threats:
|
|
- "Disk spent better on S1 MoE or 70B dense under tight quota"
|
|
- "Next Qwen mid-size may obsolete this checkpoint quickly"
|
|
size:
|
|
total_bytes: 0
|
|
total_human: "~28 GB fp16 / ~9 GB Q4 (estimate)"
|
|
hardware_class:
|
|
min_vram_gb_q4: 10
|
|
min_vram_gb_fp16: 28
|
|
notes: "T2 quality step"
|
|
axes: [B, C]
|
|
priority: medium
|
|
collection:
|
|
approved_by: ""
|
|
approved_at: null
|
|
downloaded_at: null
|
|
downloaded_by: ""
|
|
storage_path: ""
|
|
brief_refs:
|
|
- research/2026-07-24-baseline-field-survey.md
|
|
reason: "P1/W — stronger single-GPU chat/code when quota allows after R spine."
|
|
tags: [tier-w, instruct, qwen3]
|
|
companions:
|
|
- Qwen__Qwen3-8B__candidate
|
|
notes: ""
|
|
history:
|
|
- at: "2026-07-24"
|
|
event: nominated
|
|
by: baseline-survey
|
|
detail: "P1 recommendation from initial deep research."
|
|
- at: "2026-07-28"
|
|
event: profile_swot_added
|
|
by: grok
|
|
detail: "schema 0.2 profile + SWOT."
|
|
- at: "2026-07-28"
|
|
event: decision_pass
|
|
by: bernd
|
|
detail: "W — stay candidate until R+S headroom"
|