This is a Goetia-24B-v1.3 fine-tune, produced at the request of redaihf through P-E-W's Heretic (v1.2.0) abliteration engine with Magnitude-Preserving Orthogonal Ablation enabled.

Note: An optimal KDL/Refusal ratio was preferred.

Heretication Results

Score Metric	Value	Parameter	Value
Refusals	4/100	direction_index	per layer
KL Divergence	0.0304	attn.o_proj.max_weight	0.86
Initial Refusals	91/100	attn.o_proj.max_weight_position	24.81
		attn.o_proj.min_weight	0.71
		attn.o_proj.min_weight_distance	12.72
		mlp.down_proj.max_weight	2.40
		mlp.down_proj.max_weight_position	25.57
		mlp.down_proj.min_weight	1.22
		mlp.down_proj.min_weight_distance	10.35

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 Heresy	Less than 10/100 Refusals and 0.10 KL Divergence
	Tainted Heresy	Around 25-11/100 Refusals and/or -0.20-0.11 KL Divergence
	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.

📜 Goetia 24B v1.3

The "Della Edition" meant to test bridging 2501 and 2503 models. See this post and this other post for more info.

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

Merge Details

Merge Methods

This model was merged using the following merge method:

DELLA

architecture: MistralForCausalLM
models:
  - model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only
  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v4.3
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--ReadyArt--4.2.0-Broken-Tutu-24b
    parameters:
      density: 0.8
      weight: 0.05
      epsilon: 0.1
  - model: B:\24B\!models--zerofata--MS3.2-PaintedFantasy-v2-24B
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--TheDrummer--Magidonia-24B-v4.3
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--TheDrummer--Precog-24B-v1
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--zerofata--MS3.2-PaintedFantasy-v3-24B
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!BeaverAI_Fallen-Mistral-Small-3.1-24B-v1e_textonly
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--ReadyArt--Broken-Tutu-24B-Transgression-v2.0
    parameters:
      density: 0.8
      weight: 0.05
      epsilon: 0.1
  - model: B:\24B\!models--trashpanda-org--MS3.2-24B-Mullein-v2
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  # - model: B:\24B\!models--LatitudeGames--Hearthfire-24B
  #   parameters:
  #     density: 0.8
  #     weight: 0.1
  #     epsilon: 0.1
  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v4.2.0
    parameters:
      density: 0.8
      weight: 0.1
      epsilon: 0.1
  - model: B:\24B\!models--TheDrummer--Magidonia-24B-v4.2.0
    parameters:
      density: 0.8
      weight: 0.1
      epsilon: 0.1
  - model: B:\24B\!models--ConicCat--Mistral-Small-3.2-AntiRep-24B
    parameters:
      density: 0.8
      weight: 0.15
      epsilon: 0.1
  - model: B:\24B\!models--Undi95--MistralThinker-v1.1
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--CrucibleLab--M3.2-24B-Loki-V2
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--Darkhn--M3.2-24B-Animus-V7.1
    parameters:
      density: 0.8
      weight: 0.1
      epsilon: 0.1
  - model: B:\24B\Morax-24B-v1
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--FlareRebellion--WeirdCompound-v1.7-24b
    parameters:
      density: 0.8
      weight: 0.1
      epsilon: 0.1
  # - model: B:\24B\!models--aixonlab--Eurydice-24b-v3.5
  #   parameters:
  #     density: 0.8
  #     weight: 0.08
  #     epsilon: 0.1
  - model: B:\24B\!models--allura-forge--ms32-final-TEXTONLY
    parameters:
      density: 0.8
      weight: 0.15
      epsilon: 0.1
  - model: B:\24B\!models--Delta-Vector--Rei-24B-KTO
    parameters:
      density: 0.8
      weight: 0.15
      epsilon: 0.1
  - model: B:\24B\!models--Doctor-Shotgun--MS3.2-24B-Magnum-Diamond
    parameters:
      density: 0.8
      weight: 0.15
      epsilon: 0.1
  - model: B:\24B\!models--ReadyArt--MS3.2-The-Omega-Directive-24B-Unslop-v2.1
    parameters:
     density: 0.8
     weight: 0.15
     epsilon: 0.1
  # - model: B:\24B\!models--Gryphe--Codex-24B-Small-3.2
  #   parameters:
  #    density: 0.8
  #    weight: 0.1
  #    epsilon: 0.1
  # - model: B:\24B\!models--CrucibleLab--M3.2-24B-Loki-V1.3
  #   parameters:
  #     density: 0.8
  #     weight: 0.15
  #     epsilon: 0.1
  - model: B:\24B\!models--arcee-ai--Arcee-Blitz
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--ArliAI--Mistral-Small-24B-ArliAI-RPMax-v1.4
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  # - model: B:\24B\!models--PocketDoc--Dans-PersonalityEngine-V1.3.0-24b
  #   parameters:
  #     density: 0.8
  #     weight: 0.1
  #     epsilon: 0.1
  - model: B:\24B\!models--ReadyArt--Dark-Nexus-24B-v2.0
    parameters:
      density: 0.8
      weight: 0.2
      epsilon: 0.1
  - model: B:\24B\!models--Darkhn--M3.2-24B-Animus-V5.1-Pro
    parameters:
      density: 0.8
      weight: 0.15
      epsilon: 0.1
  - model: B:\24B\!models--dphn--Dolphin-Mistral-24B-Venice-Edition
    parameters:
      density: 0.8
      weight: 0.01
      epsilon: 0.1
  - model: B:\24B\!models--TroyDoesAI--BlackSheep-24B
    parameters:
      density: 0.8
      weight: 0.01
      epsilon: 0.1
  - model: B:\24B\!models--TheDrummer--Cydonia-24B-v2
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--PocketDoc--Dans-DangerousWinds-V1.1.1-24b
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--trashpanda-org--MS-24B-Instruct-Mullein-v0
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
  - model: B:\24B\!models--OddTheGreat--Circuitry_24B_V.3
    parameters:
      density: 0.8
      weight: 0.1
      epsilon: 0.1
  - model: B:\24B\!models--spacewars123--Space-Wars-24B-v1.00a
    parameters:
      density: 0.8
      weight: 0.02
      epsilon: 0.1
# Total Donors: 33
# Total Weights: 3.3
# Seed: 420 
merge_method: della
base_model: B:\24B\!models--anthracite-core--Mistral-Small-3.2-24B-Instruct-2506-Text-Only
parameters:
  lambda: 1.0
  normalize: true # key variable to test
  int8_mask: false
dtype: float32
out_dtype: bfloat16
tokenizer:
  source: base
# chat_template: auto
name: 📜 Goetia-24B-v1.3