Type	Size	CLI
H8-4.0BPW	13.16 GB	Copy-paste the lines / Download the batch file
H8-6.0BPW	18.72 GB	Copy-paste the lines / Download the batch file
H8-8.0BPW	24.27 GB	Copy-paste the lines / Download the batch file

Requirements: A python installation with huggingface-hub module to use CLI.

Licensing

License detected: unknown

The license for the provided quantized models is inherited from the source model (which incorporates the license of its original base model). For definitive licensing information, please refer first to the page of the source or base models. File and page backups of the source model are provided below.

Backups

Date: 26.06.2026

Source files

Source page (click to expand)

This is a Maginum-Cydoms-24B fine-tune, produced through P-E-W's Heretic (v1.1.0) abliteration engine merged with the Magnitude-Preserving Orthogonal Ablation PR.

Heretication Results

Score Metric	Value	Parameter	Value
Refusals	4/100	direction_index	23.52
KL Divergence	0.0307	attn.o_proj.max_weight	1.96
Initial Refusals	62/100	attn.o_proj.max_weight_position	32.76
		attn.o_proj.min_weight	0.31
		attn.o_proj.min_weight_distance	18.25
		mlp.down_proj.max_weight	1.23
		mlp.down_proj.max_weight_position	27.53
		mlp.down_proj.min_weight	0.84
		mlp.down_proj.min_weight_distance	19.87

Degree of Heretication

The Heresy Index weighs the resulting model's corruption by the process (KL Divergence) and its abolition of doctrine (Refusals) for a final verdict in classification.

Index Entry	Classification	Analysis
Absolute	Absolute Heresy	Less than 10/100 Refusals and 0.10 KL Divergence
Tainted	Tainted Heresy	Around 25-11/100 Refusals and/or -0.20-0.11 KL Divergence
Impotent	Impotent Heresy	Anything above 25/100 Refusals and 0.21 KL Divergence

Note: This is an arbitrary classification inspired by Warhammer 40K, having no tangible indication towards the model's performance.

Maginum-Cydoms-24B

This is a merge of pre-trained language models created using mergekit.

Merge Details

Merge Methods

This model was merged using the following merge methods:

Models Merged

The following models were included in the merge:

Configuration

The following YAML configurations were used to produce this model:

Maginum-Cydoms-S001:

yaml

models:
  - model: anthracite-core/Mistral-Small-3.2-24B-Instruct-2506-Text-Only

  - model: TheDrummer/Magidonia-24B-v4.3
    parameters:
      density: 1.0
      weight: 1.0
  - model: TheDrummer/Precog-24B-v1
    parameters:
      density: 0.4
      weight: 0.6
  - model: zerofata/MS3.2-PaintedFantasy-v3-24B
    parameters:
      density: 0.4
      weight: 0.4

merge_method: ties
base_model: anthracite-core/Mistral-Small-3.2-24B-Instruct-2506-Text-Only
parameters:
  normalize: false
  int8_mask: false
dtype: float32

tokenizer:
  source: union

Maginum-Cydoms-S002:

yaml

models:
  - model: anthracite-core/Mistral-Small-3.2-24B-Instruct-2506-Text-Only

  - model: TheDrummer/Cydonia-24B-v4.3
    parameters:
      density: 1.0
      weight: 1.0
      epsilon: 0.0
  - model: ReadyArt/4.2.0-Broken-Tutu-24b
    parameters:
      density: 0.4
      weight: 0.6
      epsilon: 0.2
  - model: zerofata/MS3.2-PaintedFantasy-v2-24B
    parameters:
      density: 0.4
      weight: 0.4
      epsilon: 0.2

merge_method: della
base_model: anthracite-core/Mistral-Small-3.2-24B-Instruct-2506-Text-Only
parameters:
  normalize: false
  int8_mask: false
dtype: float32

tokenizer:
  source: union

yaml

models:
  - model: Maginum-Cydoms-S001
  - model: Maginum-Cydoms-S002

merge_method: slerp
base_model: Maginum-Cydoms-S001
parameters:
  t:
    - filter: self_attn
      value: [0.3, 0.4, 0.6, 0.4, 0.3, 0.4, 0.6, 0.4, 0.3]
    - filter: mlp
      value: [0.7, 0.6, 0.4, 0.6, 0.7, 0.6, 0.4, 0.6, 0.7]
    - value: 0.5
dtype: float32
out_dtype: bfloat16

tokenizer:
  source: union

DeathGodlike/MuXodious_Maginum-Cydoms-24B-absolute-heresy_EXL3

Source model

Quantized models

Licensing

Backups

Degree of Heretication

Maginum-Cydoms-24B

Merge Details

Merge Methods

Models Merged

Configuration

DeathGodlike/
MuXodious_Maginum-Cydoms-24B-absolute-heresy_EXL3