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scottyjmp5/Legal-Qwen3.6-27B-Abliterated-GGUF

scottyjmp5 Qwen 27B GGUF multimodal second-order 262K ctx
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Response includes
  • classification m8
  • files 4
  • hub_downloads_all_time 277
  • author_summary 5 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.

What is a refusal direction? →
Downloads · lifetime
277
80 last 30d - stable
Likes
0
Model age
2mo ago
created 2026-07-16

Training datasets

Corpora the author lists in the model card. Datasets tracked in our /datasets catalog carry a category badge linking to the workflow stage. Others open on Hugging Face.

Downloads over time
Now290→from35↑729%
2212021831635 on Jul 15290 on Oct 12290 on Oct 11JulAugSepOct
Jul 15 → Oct 12 · 54 snapshots · spans 89 days

Genealogy 0 direct forks

Full fork graph →

This model's place in the market. Above: what it was derived from. Below: the tree of everything derived from it.

Variants by this author 3 formats · 108 downloads combined

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

Metadata

License
apache-2.0
Languages
en
Quantizations
Q4_K
Tags
gguf legal caselaw abliterated vision tool-calling ollama llama.cpp image-text-to-text en dataset:scottyjmp5/courtlistener-legal-corpus base_model:scottyjmp5/Legal-Qwen3.6-27B-Abliterated

Related

Total size
15.7 GB
Files
4
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-07-16 15:04

Files by quantization

Q4_K 1 file 15.7 GB
legal-27b.Q4_K_M.gguf 15.7 GB e069c88c download
mmproj 1 file 888 MB
legal-27b-mmproj.gguf 888 MB 6b846fb2 download
Auxiliary files 2 files 2.93 KB
.gitattributes 1.60 KB 82f6dd23 download
README.md 1.33 KB a3adc9ff download

README current version from Hugging Face


license: apache-2.0
base_model: scottyjmp5/Legal-Qwen3.6-27B-Abliterated
datasets:

  • scottyjmp5/courtlistener-legal-corpus
    language:
  • en
    pipeline_tag: image-text-to-text
    tags:
  • legal
  • caselaw
  • abliterated
  • vision
  • tool-calling
  • gguf
  • ollama
  • llama.cpp

Legal-Qwen3.6-27B-Abliterated-GGUF

GGUF build of Legal-Qwen3.6-27B-Abliterated
for Ollama / llama.cpp.

File Size Notes
legal-27b.Q4_K_M.gguf 16 GB text model, Q4_K_M
legal-27b-mmproj.gguf 0.9 GB vision projector (required for image input)

Runs fully on a single 24-32 GB GPU. Verified on an RTX 5090 at ~71 tok/s with vision,
tool calling, and thinking all working through Ollama 0.32+.

Ollama

# Modelfile
FROM ./legal-27b.Q4_K_M.gguf
FROM ./legal-27b-mmproj.gguf
RENDERER qwen3.5
PARSER qwen3.5
PARAMETER temperature 1
PARAMETER top_k 20
PARAMETER top_p 0.95

ollama create legal-27b -f Modelfile
ollama run legal-27b

The RENDERER/PARSER qwen3.5 lines matter: they enable Ollama's built-in chat template and
tool-call/thinking parsing for the Qwen3.5/3.6 family.

See the main model card for
training details, the retrieval (RAG) recommendation, and warnings (abliterated base; not legal
advice).

README history 1 version

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

  1. 2026-07-16Upload README.md with huggingface_huba5757671.3 KB
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