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noctrex/Huihui-Orchestrator-8B-abliterated-GGUF

noctrex 8B GGUF second-order 41K ctx
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Response includes
  • classification m8
  • files 9
  • benchmarks 11 entries
  • hub_downloads_all_time 1,066
  • author_summary 44 models
  • readme_text full
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Abliteration classifier · v1.0.0
M8
Primary method

Repackaging (quantization)

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 3 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • author=noctrex (M8 quantization producer)
  • is_gguf=1
  • base_model='huihui-ai/Huihui-Orchestrator-8B-abliterated' looks abliterated -> assume M1
Refusal direction extraction

No specific extraction method could be identified for this model. The producer either did not document it or used a proprietary pipeline.

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Downloads · lifetime
1K
137 last 30d - stable
Likes
1
Model age
10mo ago
created 2025-12-01
Downloads over time
Now1.1K→from283↑301%
2405678941.2K283 on Dec 3, 20251.1K on Oct 11Dec '25FebAprJunAugOct
Dec 3, 2025 → Oct 11 · 84 snapshots · spans 312 days

Benchmarks

Benchmark Score Source
Entertainment 1.1 UGI
Hazardous 1.2 UGI
Natural Intelligence 13.14 UGI
Political lean -7.2% UGI
Sensitive-Info 12.6 UGI
SocPol 1.5 UGI
UGI 32.57 UGI
Willingness (10) 7.2 UGI
W10-Adherence 6.5 UGI
W10-Direct 8 UGI
Writing 12.51 UGI

Genealogy 0 direct forks

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Metadata

Quantizations
BF16 F16 Q4_K Q5_K Q6_K Q8_0
Tags
gguf imatrix text-generation base_model:huihui-ai/Huihui-Orchestrator-8B-abliterated base_model:quantized:huihui-ai/Huihui-Orchestrator-8B-abliterated endpoints_compatible region:us conversational

Related

Total size
55.0 GB
Files
9
Quantizations
7
Registered
2026-08-22 13:56
Last updated on HF
2025-12-01 02:45

Files by quantization

BF16 1 file 15.3 GB
Huihui-Orchestrator-8B-abliterated-BF16.gguf 15.3 GB b7ffc5b6 download
F16 1 file 15.3 GB
Huihui-Orchestrator-8B-abliterated-F16.gguf 15.3 GB 03a39017 download
Q8_0 1 file 8.11 GB
Huihui-Orchestrator-8B-abliterated-Q8_0.gguf 8.11 GB a06a14e3 download
Q6_K 1 file 6.26 GB
Huihui-Orchestrator-8B-abliterated-Q6_K.gguf 6.26 GB f9e92961 download
Q5_K 1 file 5.45 GB
Huihui-Orchestrator-8B-abliterated-Q5_K_M.gguf 5.45 GB 8170bf83 download
Q4_K 1 file 4.68 GB
Huihui-Orchestrator-8B-abliterated-Q4_K_M.gguf 4.68 GB 9db142e5 download
Auxiliary files 3 files 5.10 MB
imatrix.gguf 5.10 MB bda0acb7 download
.gitattributes 2.01 KB 596d59d4 download
README.md 663 B e2d4a6b7 download

README current version from Hugging Face

README history 2 versions

The author's README evolved over time. Click a version to see its content at that point.

  1. 2025-12-01Update README.md6cff658663 B
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  2. 2025-12-01Add files using upload-large-folder tool07b6a1c648 B
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