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nightmedia/granite-4.1-3b-Abliterated-AND-Disinhibited-mxfp8-mlx

nightmedia Granite 3.4B second-order
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Abliteration classifier · v1.0.0
M1
Primary method

Direct removal

No other method signals detected in this model.
Confidence
MEDIUM
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=0 (base model)
  • no specific method indicators - defaulting to M1 (most common)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
MEDIUM
Why we say so
primary_method=M1; difference-of-means is the reference extraction for M1/M3 (Arditi 2024)
Downloads · lifetime
540
44 last 30d - cooling
Likes
0
Model age
5mo ago
created 2026-05-01
Downloads over time
Now547→from34↑1,509%
820540259834 on Apr 29547 on Oct 11547 on Oct 8AprMayJunJulAugSepOct
Apr 29 → Oct 11 · 63 snapshots · spans 165 days

Genealogy 0 direct forks

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Metadata

License
apache-2.0
Tags
mlx safetensors granite abliteration disinhibition mechanistic-interpretability text-generation conversational base_model:treadon/granite-4.1-3b-Abliterated-AND-Disinhibited base_model:quantized:treadon/granite-4.1-3b-Abliterated-AND-Disinhibited license:apache-2.0 8-bit

Related

Total size
3.27 GB
Files
9
Quantizations
1
Registered
2026-08-22 13:56
Last updated on HF
2026-05-01 22:50

Files by quantization

Auxiliary files 9 files 3.28 GB
model.safetensors 3.27 GB 8caa6fdc download
tokenizer.json 6.82 MB 62ceef66 download
model.safetensors.index.json 44.5 KB 3dfd8f2c download
chat_template.jinja 5.96 KB 903cac64 download
README.md 1.49 KB 2c546110 download
.gitattributes 1.48 KB a6344aac download
config.json 1.01 KB 3b283974 download
tokenizer_config.json 447 B 52f09fb5 download
generation_config.json 146 B 13c89d17 download

README current version from Hugging Face


license: apache-2.0
library_name: mlx
base_model: treadon/granite-4.1-3b-Abliterated-AND-Disinhibited
tags:

  • abliteration
  • disinhibition
  • granite
  • mechanistic-interpretability
  • mlx
    pipeline_tag: text-generation

granite-4.1-3b-Abliterated-AND-Disinhibited-mxfp8-mlx

Brainwaves

         arc   arc/e boolq hswag obkqa piqa  wino
mxfp8    0.405,0.598,0.843,0.520,0.442,0.713,0.582

Quant    Perplexity      Peak Memory   Tokens/sec
mxfp8   11.595 ± 0.129   6.58 GB       1594

Original model

granite-4.1-3b
mxfp8    0.406,0.581,0.821,0.484,0.434,0.712,0.559

Quant    Perplexity      Peak Memory   Tokens/sec
mxfp8   11.346 ± 0.127   6.58 GB       1690

This model granite-4.1-3b-Abliterated-AND-Disinhibited-mxfp8-mlx was
converted to MLX format from treadon/granite-4.1-3b-Abliterated-AND-Disinhibited
using mlx-lm version 0.31.3.

Use with mlx

pip install mlx-lm
from mlx_lm import load, generate

model, tokenizer = load("granite-4.1-3b-Abliterated-AND-Disinhibited-mxfp8-mlx")

prompt = "hello"

if tokenizer.chat_template is not None:
    messages = [{"role": "user", "content": prompt}]
    prompt = tokenizer.apply_chat_template(
        messages, add_generation_prompt=True, return_dict=False,
    )

response = generate(model, tokenizer, prompt=prompt, verbose=True)

README history 3 versions

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

  1. 2026-05-01Update README.md98be3c11.5 KB
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  2. 2026-05-01Update README.md93024f01.4 KB
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  3. 2026-05-01Add files using upload-large-folder toolb3a57ad1.1 KB
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