← back to catalog · registered 2026-08-22 13:56

scottyjmp5/Legal-Qwen3.5-9B-Abliterated-GGUF

scottyjmp5 Qwen 9B GGUF multimodal second-order 262K ctx
Your rig guess connected
? Why do I need an app?
Reading your rig…

This is a rough estimate. Install the free app - we'll show exact numbers.

Reading real hardware from your app right now. Numbers below are exact.

Below is the per-quantization compatibility for this model.

curl -H "Authorization: Bearer $ABL_KEY" \
     "https://abliteration.org/api/v1/models/scottyjmp5%2FLegal-Qwen3.5-9B-Abliterated-GGUF"
Response includes
  • classification m8
  • files 4
  • hub_downloads_all_time 444
  • author_summary 5 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
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
444
74 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
Now470→from39↑1,105%
1718334851339 on Jul 15470 on Oct 12JulAugSepOct
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 2 formats · 90 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
Q8_0
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-Qwen3.5-9B-Abliterated

Related

Total size
9.11 GB
Files
4
Quantizations
3
Registered
2026-08-22 13:56
Last updated on HF
2026-07-16 13:52

Files by quantization

Q8_0 1 file 9.11 GB
legal-9b.Q8_0.gguf 9.11 GB 14151886 download
mmproj 1 file 879 MB
legal-9b-mmproj.gguf 879 MB 831b6498 download
Auxiliary files 2 files 2.89 KB
.gitattributes 1.59 KB f8e12295 download
README.md 1.29 KB c3f13f2f download

README current version from Hugging Face


license: apache-2.0
base_model: scottyjmp5/Legal-Qwen3.5-9B-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-Qwen3.5-9B-Abliterated-GGUF

GGUF build of Legal-Qwen3.5-9B-Abliterated
for Ollama / llama.cpp.

File Size Notes
legal-9b.Q8_0.gguf 9.8 GB text model, Q8_0
legal-9b-mmproj.gguf 0.9 GB vision projector (required for image input)

Runs fully on a 12 GB+ GPU. Verified at ~104 tok/s on an RTX 5090 through Ollama 0.32+ with
vision, tool calling, and thinking all working.

Ollama

# Modelfile
FROM ./legal-9b.Q8_0.gguf
FROM ./legal-9b-mmproj.gguf
RENDERER qwen3.5
PARSER qwen3.5
PARAMETER temperature 1
PARAMETER top_k 20
PARAMETER top_p 0.95

ollama create legal-9b -f Modelfile
ollama run legal-9b

The RENDERER/PARSER qwen3.5 lines enable Ollama's built-in chat template and
tool-call/thinking parsing for the Qwen3.5 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_hubb1f5be71.3 KB
    Loading...
Catalog is the map. Apps are the tools.

Run models on your own machine, not in the cloud.

Every model page has an "Open in Abliteration" button that hands the model directly to the first-party desktop client, at the quantization your rig can actually run. No API keys, no subscription, no prompt leakage.

Open in Abliteration