🚀 AngelSlayer-12B-Unslop-Mell-RPMax-DARKNESS-v3
They say ‘He’ will bring the apocalypse. She seeks understanding, not destruction.
This project involves merging pre - trained language models, aiming to offer a unique language - processing solution. It combines the strengths of multiple base models, providing a new option for chat, role - play, and creative writing.
🚀 Quick Start
This is a merge of pre - trained language models created using mergekit.
This is more like a v2b, as I got the feedback that the output was boring. I agree, so I tuned up the parameters. I really like the base models by themselves, yet I tuned the parameters too low in v2 to introduce the 'spice' of more creative models. If your experience with this model is negative, try and compare it with v2. This model isn't supposed to be inherently better, just an alternative. Untested right now, as I'm working on new intriguing merges. It's the ninth model in this series.
✨ Features
- Model Merging: Utilizes the DELLA linear merge method to combine multiple pre - trained models.
- Multiple Application Scenarios: Suitable for chat, role - play, and creative writing.
- Parameter Tuning: Based on user feedback, parameters are adjusted to enhance the model's output.
📦 Installation
No specific installation steps are provided in the original document.
📚 Documentation
Merge Details
Merge Method
This model was merged using the linear DELLA merge method using TheDrummer/UnslopNemo-12B-v4 as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
models:
- model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2
parameters:
weight:
- filter: self_attn
value: 0.35
- filter: mlp
value: 0.2
- value: 0.25
density: 0.65
- model: TheDrummer/UnslopNemo-12B-v4
parameters:
weight:
- filter: self_attn
value: 0.3
- filter: mlp
value: 0.15
- value: 0.2
density: 0.6
- model: inflatebot/MN-12B-Mag-Mell-R1
parameters:
weight:
- filter: self_attn
value: 0.2
- filter: mlp
value: 0.35
- value: 0.3
density: 0.75
- model: DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS
parameters:
weight:
- filter: mlp
value: 0.35
- value: 0.25
density: 0.7
base_model: TheDrummer/UnslopNemo-12B-v4
merge_method: della_linear
dtype: bfloat16
chat_template: "chatml"
tokenizer_source: union
parameters:
normalize: true
int8_mask: true
epsilon: 0.05
lambda: 1
Information Table
| Property |
Details |
| Base Models |
inflatebot/MN-12B-Mag-Mell-R1, TheDrummer/UnslopNemo-12B-v4.1, ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.2, DavidAU/MN-GRAND-Gutenberg-Lyra4-Lyra-12B-DARKNESS |
| Library Name |
transformers |
| Tags |
mergekit, merge, 12b, chat, roleplay, creative - writing, DELLA - linear |
| License |
apache - 2.0 |
📄 License
This project is licensed under the apache - 2.0 license.
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