2026-07-24 00:15:27 +02:00
|
|
|
|
id: deepseek-ai__DeepSeek-R1-Distill-Qwen-32B__candidate
|
|
|
|
|
|
status: candidate
|
|
|
|
|
|
name: DeepSeek-R1-Distill-Qwen-32B
|
|
|
|
|
|
org: deepseek-ai
|
|
|
|
|
|
source:
|
|
|
|
|
|
kind: huggingface
|
|
|
|
|
|
url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
|
|
|
|
|
revision: main
|
|
|
|
|
|
model_card_url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
2026-07-28 00:25:21 +02:00
|
|
|
|
project_url: https://github.com/deepseek-ai/DeepSeek-R1
|
2026-07-24 00:15:27 +02:00
|
|
|
|
license:
|
|
|
|
|
|
spdx: MIT
|
|
|
|
|
|
url: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
|
|
|
|
|
allows_offline_retention: true
|
|
|
|
|
|
allows_local_ops: true
|
|
|
|
|
|
allows_fine_tune: true
|
2026-07-28 00:25:21 +02:00
|
|
|
|
notes: "R1 distill series MIT — confirm card at pin time."
|
|
|
|
|
|
profile:
|
|
|
|
|
|
summary: "Larger R1 distill for stronger local reason when 14B is not enough."
|
|
|
|
|
|
original_source: https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B
|
|
|
|
|
|
use_cases:
|
|
|
|
|
|
- "Hard offline reasoning beyond 14B distill quality"
|
|
|
|
|
|
- "Local eval ceiling before considering full R1 MoE"
|
|
|
|
|
|
- "Heavier agent planning loops on multi-GPU / high-VRAM hosts"
|
|
|
|
|
|
- "FT experiments on reason-style traces at 32B"
|
|
|
|
|
|
sweet_spots:
|
|
|
|
|
|
- "Best dense open reason step between 14B distill and full R1"
|
|
|
|
|
|
- "Still denser/portable than 600B-class MoE"
|
|
|
|
|
|
- "MIT-friendly R1 lineage"
|
|
|
|
|
|
not_ideal_for:
|
|
|
|
|
|
- "Default always-on chat (too heavy)"
|
|
|
|
|
|
- "Hosts without ~20+ GB VRAM for Q4"
|
|
|
|
|
|
- "When 14B distill already saturates task quality"
|
|
|
|
|
|
capability_notes: >
|
|
|
|
|
|
W-tier optional. Approve only with VRAM + soft-quota headroom after R spine
|
|
|
|
|
|
and primary S pulls. Do not confuse with full DeepSeek-R1 MoE (separate S entry).
|
|
|
|
|
|
swot:
|
|
|
|
|
|
strengths:
|
|
|
|
|
|
- "Material reason quality jump over 14B distill"
|
|
|
|
|
|
- "Dense, so simpler serving than full MoE"
|
|
|
|
|
|
- "Clear provenance in R1 distill family"
|
|
|
|
|
|
weaknesses:
|
|
|
|
|
|
- "VRAM and latency cost; poor default chat model"
|
|
|
|
|
|
- "Still not full R1; diminishing returns vs S2 full weights"
|
|
|
|
|
|
opportunities:
|
|
|
|
|
|
- "Route only hardest local tasks here"
|
|
|
|
|
|
- "Bridge until multi-GPU can host full R1"
|
|
|
|
|
|
threats:
|
|
|
|
|
|
- "Quota competition with S1/S4 strategic weights"
|
|
|
|
|
|
- "Newer mid-large open reasoners may leapfrog"
|
2026-07-24 00:15:27 +02:00
|
|
|
|
size:
|
|
|
|
|
|
total_bytes: 0
|
|
|
|
|
|
total_human: "~65 GB fp16 / ~20 GB Q4 (estimate)"
|
|
|
|
|
|
hardware_class:
|
|
|
|
|
|
min_vram_gb_q4: 20
|
|
|
|
|
|
min_vram_gb_fp16: 64
|
|
|
|
|
|
notes: "T2–T3; only if hardware envelope supports"
|
|
|
|
|
|
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
|
2026-07-28 00:25:21 +02:00
|
|
|
|
reason: "P1/W stronger local reasoner — approve only with VRAM + quota headroom."
|
|
|
|
|
|
tags: [tier-w, reasoning, distill, deepseek]
|
|
|
|
|
|
companions:
|
|
|
|
|
|
- deepseek-ai__DeepSeek-R1-Distill-Qwen-14B__candidate
|
|
|
|
|
|
- deepseek-ai__DeepSeek-R1__strategic
|
2026-07-24 00:15:27 +02:00
|
|
|
|
notes: "Do not collect full DeepSeek-V3/R1 MoE under this id."
|
|
|
|
|
|
history:
|
|
|
|
|
|
- at: "2026-07-24"
|
|
|
|
|
|
event: nominated
|
|
|
|
|
|
by: baseline-survey
|
|
|
|
|
|
detail: "P1 recommendation from initial deep research."
|
2026-07-28 00:25:21 +02:00
|
|
|
|
- at: "2026-07-28"
|
|
|
|
|
|
event: profile_swot_added
|
|
|
|
|
|
by: grok
|
|
|
|
|
|
detail: "schema 0.2 profile + SWOT."
|
2026-07-28 01:30:55 +02:00
|
|
|
|
- at: "2026-07-28"
|
|
|
|
|
|
event: decision_pass
|
|
|
|
|
|
by: bernd
|
|
|
|
|
|
detail: "W — stay candidate; need VRAM+quota"
|
