---
base_model: 
  - Vortex5/Nether-Moon-12B
  - Vortex5/Wicked-Oblivion-12B
  - Vortex5/Stellar-Witch-12B
  - Vortex5/Shining-Seraph-12B
  - DreadPoor/Irix-12B-Model_Stock
  - redrix/patricide-12B-Unslop-Mell
  - mistralai/Mistral-Nemo-Instruct-2407
  - ReadyArt/Omega-Darker_The-Final-Directive-12B
  - v000000/MN-12B-Estrella-v2.2
  - anthracite-org/magnum-v4-12b
  - Sorihon/MN-12B-Lyra-v4-Heretic
  - Sorihon/MN-12B-Celeste-V1.9-Heretic
  - Sorihon/MN-Chinofun-12B-4-Heretic
  - Delta-Vector/Rei-12B
  - LatitudeGames/Wayfarer-2-12B
  - Sorihon/Ethereal-Oblivion-12B
library_name: transformers
tags:
- mergekit
- merge

---
### Models Merged
The following models were included in the merge:
  - Vortex5/Nether-Moon-12B
  - Vortex5/Wicked-Oblivion-12B
  - Vortex5/Stellar-Witch-12B
  - Vortex5/Shining-Seraph-12B
  - DreadPoor/Irix-12B-Model_Stock
  - redrix/patricide-12B-Unslop-Mell
  - mistralai/Mistral-Nemo-Instruct-2407
  - ReadyArt/Omega-Darker_The-Final-Directive-12B
  - v000000/MN-12B-Estrella-v2.2
  - anthracite-org/magnum-v4-12b
  - Sorihon/MN-12B-Lyra-v4-Heretic
  - Sorihon/MN-12B-Celeste-V1.9-Heretic
  - Sorihon/MN-Chinofun-12B-4-Heretic
  - Delta-Vector/Rei-12B
  - LatitudeGames/Wayfarer-2-12B
  - Sorihon/Ethereal-Oblivion-12B
### Step 1: Model Stock (Vortex)
  - Vortex5/Nether-Moon-12B
  - Vortex5/Wicked-Oblivion-12B
  - Vortex5/Stellar-Witch-12B
  - Vortex5/Shining-Seraph-12B
  - mistralai/Mistral-Nemo-Instruct-2407 (base model)

### Step 2: Nuslerp (Reforged)

  - Vortex (weight 0.5)
  - DreadPoor/Irix-12B-Model_Stock (weight 0.5)
  - mistralai/Mistral-Nemo-Instruct-2407 (base model)

### Step 3: Dare Ties

  - Reforged (Density 0.7 Weight 0.6)
  - redrix/patricide-12B-Unslop-Mell (Density 0.6 Weight 0.5)
  - mistralai/Mistral-Nemo-Instruct-2407 (base model) 

### Step 4: Karcher (ReforgedV2)

  - model: Reforged-Memories-12B
  - model: ReadyArt/Omega-Darker_The-Final-Directive-12B
  - model: v000000/MN-12B-Estrella-v2.2
  - model: anthracite-org/magnum-v4-12b
  - model: Sorihon/MN-12B-Lyra-v4-Heretic
  - model: Sorihon/MN-12B-Celeste-V1.9-Heretic
  - model: Sorihon/MN-Chinofun-12B-4-Heretic
  - model: mistralai/Mistral-Nemo-Instruct-2407

### Step 5: Della (ReforgedV3)

 models:
  - mistralai/Mistral-Nemo-Instruct-2407
  - Reforged-Memories-12B
    parameters:
      density: 0.7
      weight: 0.55
      epsilon: 0.25
  - model: Reforged-MemoriesV2-12B
    parameters:
      density: 0.7
      weight: 0.6
      epsilon: 0.25
 base_model: mistralai/Mistral-Nemo-Instruct-2407
 merge_method: della
 parameters:
 normalize: true
 int8_mask: true
 dtype: bfloat16

### Step 6: Dare_Ties (ReforgedV4)

 
  - model: Reforged-MemoriesV3-12B/
    parameters:
      density: 0.5
      weight: 0.5
  - model: Delta-Vector/Rei-12B
    parameters:
      density: 0.5
      weight: 0.5
 base_model: Reforged-MemoriesV3-12B/
 merge_method: dare_ties
 parameters:
 lambda: 1
 tokenizer: 
   source: union
 normalize: true
 int8_mask: true
 dtype: bfloat16

### Step 6: Nuslerp (Final-Forge)

 models:
  - model: Reforged-MemoriesV4-12B/
    parameters:
      weight: 0.6
  - model: LatitudeGames/Wayfarer-2-12B
    parameters:
      weight: 0.45
 base_model: Reforged-MemoriesV3-12B
 merge_method: nuslerp
 parameters:
 tokenizer: 
   source: union
 normalize: true
 int8_mask: true
 dtype: bfloat16

### Step 7: (Fixes Through a couple of merges to fix endless gen.)