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philbert440/Qwen3.8-27B-Uncensored-Cyber-GGUF

philbert440 Qwen 27B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 11
  • hub_downloads_all_time 149,618
  • author_summary 20 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
MEDIUM
Inherited from base model
Why this label 3 signals
Method inferred from partial signals - repository name, related files, or tag patterns. Producer identity not confirmed; label may sharpen or shift as we gather more evidence.
  • 'abliterated' in name/tags
  • is_gguf=1
  • assume M1 (base ablation) + M8 (GGUF quant) - default when producer unknown
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
150K
Likes
70
Model age
7w ago
created 2026-08-17
Downloads over time
Now343.2K→from9.7K↑3,454%
0125.5K251.1K376.6K9.7K on Aug 19343.2K on Oct 11AugSepOct
Aug 19 → Oct 11 · 48 snapshots · spans 53 days

Genealogy 0 direct forks

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Variants by this author 3 formats · 337K downloads combined

The same weights this author released in different packaging. Pick the format that matches your runtime.

Metadata

License
apache-2.0
Quantizations
BF16 Q4 Q4_K Q5_K Q6_K Q8_0
Tags
gguf uncensored abliterated qwen3 cyber llama.cpp image-text-to-text base_model:philbert440/Qwen3.8-27B-Uncensored-Cyber base_model:quantized:philbert440/Qwen3.8-27B-Uncensored-Cyber license:apache-2.0 endpoints_compatible region:us

Related

Total size
96.2 GB
Files
11
Quantizations
7
Registered
2026-08-22 13:56
Last updated on HF
2026-08-19 15:17

Files by quantization

Q8_0 3 files 30.2 GB
Qwen3.8-27B-Uncensored-Cyber-Q8_0.gguf 26.6 GB 48b2cbdc download
mtp-Qwen3.8-27B-Uncensored-Cyber-Q8_0.gguf 2.95 GB b3edb8cc download
mmproj-Qwen3.8-27B-Uncensored-Cyber-Q8_0.gguf 600 MB a44e6b11 download
Q6_K 1 file 22.1 GB
Qwen3.8-27B-Uncensored-Cyber-Q6_K.gguf 22.1 GB 3ae73610 download
Q5_K 1 file 19.8 GB
Qwen3.8-27B-Uncensored-Cyber-Q5_K_M.gguf 19.8 GB 3ff35834 download
Q4_K 1 file 17.7 GB
Qwen3.8-27B-Uncensored-Cyber-Q4_K_M.gguf 17.7 GB 9ea57a2c download
BF16 2 files 6.40 GB
mtp-Qwen3.8-27B-Uncensored-Cyber-BF16.gguf 5.54 GB 6cabeb2c download
mmproj-Qwen3.8-27B-Uncensored-Cyber-BF16.gguf 888 MB 560b3656 download
Q4 1 file 1.56 GB
mtp-Qwen3.8-27B-Uncensored-Cyber-Q4_0.gguf 1.56 GB 1bba9e0d download
Auxiliary files 2 files 3.61 KB
.gitattributes 2.25 KB dde2f21e download
README.md 1.36 KB 4060e2c3 download

README current version from Hugging Face


license: apache-2.0
base_model: philbert440/Qwen3.8-27B-Uncensored-Cyber
tags: [uncensored, abliterated, qwen3, cyber, gguf, llama.cpp]
pipeline_tag: image-text-to-text

Qwen3.8-27B-Uncensored-Cyber — GGUF

llama.cpp GGUF quants of Qwen3.8-27B-Uncensored-Cyber (v2 recipe), with the vision projector
(mmproj-*) for image input and the MTP head (mtp-*) for speculative decoding.

Files

file notes
*-Q8_0 / *-Q6_K / *-Q5_K_M / *-Q4_K_M weight quants (Q4_K_M smallest, Q8_0 ≈ lossless)
mmproj-*-{BF16,Q8_0} vision projector (--mmproj for image input)
mtp-*-{BF16,Q8_0,Q4_0} MTP speculative-decoding head (optional)

Full BF16 is not shipped as a single GGUF (exceeds the 50GB per-file limit) — use Q8_0 (≈lossless) or the
bf16 safetensors repo.

Evaluation (bf16, Claude-judged; cyber = 100 held-out cyber-offensive prompts, regex refusal harness)

cyber-open ↑ confab ↓ factual ↑ gsm8k ↑ degen ↓
Cyber v2 (this line) 100/100 0.867 1.00 0.80 0.00
previous Cyber build 93/100 1.00 0.933 0.825 0.00

Note

Uncensored / de-refused, tuned to fully answer cyber and offensive-security questions. Use responsibly and in compliance with applicable law.

README history 2 versions

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

  1. 2026-08-19Upload README.md with huggingface_hubb2dc3ee1.4 KB
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  2. 2026-08-17Clean up model card: exact sizes, tighter proseef8e2963.1 KB
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