Abomimegadarkgasinalgottenevereamession Open-source Language Model - Free Deployment for Powerful Text Generation

Abomimegadarkgasinalgottenevereamession

Developed by ReadyArt

This is a 12B-parameter language model merged using the DARE TIES method, combining multiple pre-trained models to provide powerful text generation capabilities.

Large Language Model

Transformers

#Multi-model fusion #DARE TIES merging #12B parameters

Downloads 26

Release Time : 4/23/2025

Model Overview

The model merges multiple 12B-parameter pre-trained language models, combining their strengths for various natural language processing tasks.

Model Features

Multi-model fusion

Merges multiple 12B-parameter models using the DARE TIES method to combine their strengths.

Efficient parameter utilization

Uses a parameter density setting of density=0.3 for efficient model merging.

Low memory requirements

Optimizes memory usage during merging, suitable for resource-limited environments.

Model Capabilities

Text generation

Language understanding

Contextual reasoning

Use Cases

Content creation

Creative writing

Generates creative texts such as novels and poetry.

Produces coherent and creative text content.

Dialogue systems

Intelligent chatbot

Builds natural and fluent dialogue systems.

Capable of multi-turn context-aware conversations.

🚀 Output Model

This project creates a merged pre - trained language model, offering enhanced performance and capabilities.

Protocol Mascot

🚀 Quick Start

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

📚 Documentation

✨ Features

Model Merging: Combine multiple pre - trained language models into one.
Specific Merge Method: Utilize the DARE TIES merge method.

📦 Installation

No installation steps are provided in the original document.

💻 Usage Examples

No code examples are provided in the original document.

🔧 Technical Details

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using [ReadyArt/The - Omega - Directive - M - 12B - v1.0](https://huggingface.co/ReadyArt/The - Omega - Directive - M - 12B - v1.0) as a base.

Models Merged

The following models were included in the merge:

[nbeerbower/mistral - nemo - gutenberg - 12B](https://huggingface.co/nbeerbower/mistral - nemo - gutenberg - 12B)
[TheDrummer/UnslopNemo - 12B - v3](https://huggingface.co/TheDrummer/UnslopNemo - 12B - v3)
[ReadyArt/Forgotten - Safeword - 12B - V3.0](https://huggingface.co/ReadyArt/Forgotten - Safeword - 12B - V3.0)
[Trappu/Magnum - Picaro - 0.7 - v2 - 12b](https://huggingface.co/Trappu/Magnum - Picaro - 0.7 - v2 - 12b)

Configuration

The following YAML configuration was used to produce this model:

merge_method: dare_ties
base_model: ReadyArt/The-Omega-Directive-M-12B-v1.0
models:
  - model: ReadyArt/The-Omega-Directive-M-12B-v1.0
    parameters:
      weight: 0.2
  - model: ReadyArt/Forgotten-Safeword-12B-V3.0
    parameters:
      weight: 0.2
  - model: TheDrummer/UnslopNemo-12B-v3
    parameters:
      weight: 0.2
  - model: Trappu/Magnum-Picaro-0.7-v2-12b
    parameters:
      weight: 0.2
  - model: nbeerbower/mistral-nemo-gutenberg-12B
    parameters:
      weight: 0.2
parameters:
  density: 0.3
  low_memory: true
tokenizer:
  source: union
chat_template: auto

📄 License

No license information is provided in the original document.

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