← back to catalog · registered 2026-10-28 00:01

MishraNepali/gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic-Q3_K_M

MishraNepali Gemma 12B GGUF second-order
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/MishraNepali%2Fgemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic-Q3_K_M"
Response includes
  • classification m3
  • files 3
  • author_summary 4 models
  • readme_text full
10 credits · hourly refresh · ~4 KB payload Get an API key →
Abliteration classifier · v1.0.0
M3
Primary method

Layer-wise ablation

Applied on top of direct removal inherited from the base model.
Confidence
HIGH
Inherited from base model
Why this label 2 signals
Producer identity confirmed by naming conventions, tags or the model card. This label is very unlikely to change.
  • 'heretic' in model name (Heretic-produced)
  • Heretic uses layer-wise optimization (M3) with underlying direction removal (M1)
Refusal direction extracted via
Extraction technique

Difference-of-means

Confidence
HIGH
Why we say so
name contains 'heretic'; Heretic default extraction is difference-of-means (Arditi 2024)
Downloads · 30-day
0
Likes
0
Model age
2d ago
created 2026-10-25

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.

Metadata

License
apache-2.0
Quantizations
Q3_K
Tags
llama.cpp gguf quantized cybersecurity uncensored q3_K_M text-generation base_model:llmfan46/gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic base_model:quantized:llmfan46/gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic license:apache-2.0 endpoints_compatible region:us

Related

Total size
5.15 GB
Files
3
Quantizations
2
Registered
2026-10-28 00:01
Last updated on HF
2026-10-27 23:44

Files by quantization

Q3_K 1 file 5.15 GB
gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic-Q3_K_M.gguf 5.15 GB 1d16e24e download
Auxiliary files 2 files 3.01 KB
.gitattributes 1.64 KB 94c10878 download
README.md 1.37 KB 42e37166 download

README current version from Hugging Face


license: apache-2.0
library_name: llama.cpp
pipeline_tag: text-generation
tags:

  • gguf
  • quantized
  • cybersecurity
  • uncensored
  • q3_K_M
    base_model: llmfan46/gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic

gemma-4-12B-coder-fable5-composer2.5-v1-uncensored-heretic-Q3_K_M

Credits & License

This is a quantized and *converted from safetensors to .gguf version of an existing *.safetensor model. (And size of it converted from 24GB to 5.53GB)
So it can be used on CPU with 8GB of RAM (better 16GB. Also can be run on Google Colab).

Lineage:

My Contribution:

  • Convert from safetensors to *.gguf
  • Quantized that GGUF file into Q3_K_M formats to reduce RAM usage for inference.
  • Alarm: Quantized version can hallucinate.
  • Recommended context window: 1024 tokens (or higher if hardware permits).
    License:
    This derivative work is distributed under the Apache 2.0 license, inherited from the original model.
    Please refer to the original model card for full terms and disclaimer.

Donation address (if you want to see more quantized uncensored models - or in future create of more uncensored model):
1Kk32KvJVjcyTMZ44eos4eZtme1quTqFAg (BTC)

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