Reforged-Memories-12B

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.)