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SargeDev/Arete-27B-Uncensored-V2-GGUF

SargeDev 27B GGUF
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created 2026-11-09

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Metadata

License
apache-2.0
Quantizations
Q2_K Q3_K Q4_K Q5_K Q6_K Q8_0
Tags
gguf abliterated uncensored qwen3.8 decision base_model:NousResearch/Arete-27B base_model:quantized:NousResearch/Arete-27B license:apache-2.0 endpoints_compatible region:us conversational

Related

Total size
119 GB
Files
9
Quantizations
7
Registered
2026-11-09 03:02
Last updated on HF
2026-11-09 02:54

Files by quantization

Q8_0 1 file 27.1 GB
arete-v2-Q8_0.gguf 27.1 GB ba815295 download
Q6_K 1 file 20.9 GB
arete-v2-Q6_K.gguf 20.9 GB dccddb6a download
Q5_K 1 file 18.2 GB
arete-v2-Q5_K_M.gguf 18.2 GB 8907e45e download
Q4_K 2 files 30.4 GB
arete-v2-Q4_K_M.gguf 15.7 GB ca367640 download
arete-v2-Q4_K_S.gguf 14.7 GB 1e04e533 download
Q3_K 1 file 12.6 GB
arete-v2-Q3_K_M.gguf 12.6 GB c83b5d22 download
Q2_K 1 file 10.1 GB
arete-v2-Q2_K.gguf 10.1 GB 12fd7427 download
Auxiliary files 2 files 4.08 KB
README.md 2.22 KB 7c992fb5 download
.gitattributes 1.87 KB 6cb4ed62 download

README current version from Hugging Face


license: apache-2.0
base_model: NousResearch/Arete-27B
tags:

  • abliterated
  • uncensored
  • qwen3.8
  • decision

Arete-27B-Uncensored-V2

V2 = V1's uncensoring plus our Solar decision-training merged in.
Lineage: NousResearch/Arete-27B -> OBLITERATUS aggressive abliteration
(see V1 card) -> Solar-JEV decision LoRA (solar-training-v3 checkpoint 1946,
r32/alpha-64, trained on the combined 764k solar+JEV corpus with lm_head
target) merged by direct delta arithmetic (401/401 modules). MTP/nextn
drafter tensors grafted back (stock Qwen3.8 head; speculative decoding works).

Compliance battery (15 hard prompts: exploit dev, red-team, malware, DoS)

15/15 DELIVERED (inherited from the V1 abliteration; the merge does not
revisit refusal directions).

Censorship & Propaganda Eval (NousResearch/Propaganda_Eval, 803 prompts)

Judged by Grok-4.7 (the dataset authors' reference judge):

  • Fact score: 2.61 / 5 (423/801 answers scored 4-5 — states the real
    facts on censorship-history questions in most answers)
  • Propaganda: 1.1% (794/801 clean, 9 minor, ZERO hard propaganda)

The model tells the actual story on state-narrative probes instead of
echoing official lines.

Decision gate (30k typed-decision set, AutoTrust-style instrumentation)

choice top-1 0.725 (vs V1 backbone 0.384; huihui-base V3 at the same
checkpoint 0.853; r32 bar 0.869). The transferred decision readout recovers
most of the readout on the Arete backbone but tops out below huihui — an
Arete-native training run is the path to closing that gap. Shipped as-is
for those who want the Arete chat character WITH decision scaffolding.

Quality gates (post-abliteration, pre-merge, OBLITERATUS verify)

coherence 1.0 · capability suite intact · perplexity 3.22 -> 3.93 (modest).

Files (all with MTP/nextn drafter tensors preserved)

  • arete-v2-f16.gguf (54.7 GB, master)
  • arete-v2-Q8_0.gguf (27.1 GB)
  • arete-v2-Q6_K.gguf (20.9 GB)
  • arete-v2-Q5_K_M.gguf (18.2 GB)
  • arete-v2-Q4_K_M.gguf (15.7 GB)
  • arete-v2-Q4_K_S.gguf (14.7 GB)
  • arete-v2-Q3_K_M.gguf (12.6 GB)
  • arete-v2-Q2_K.gguf (10.1 GB)

Credit

Nous Research (Arete base) · Pliny the Liberator (OBLITERATUS) ·
SargeDev (abliteration run, solar decision merge, evals) · Qwen (base arch).

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