MT-Gen10-gemma-2-9B Open-source Multi-model Fusion Version - Integrating Advantages to Boost Efficient Applications

MT Gen10 Gemma 2 9B

Developed by zelk12

This is a multi-model fusion version based on the Gemma-2-9B series models, merged using the DARE TIES method, integrating the strengths of multiple Gemma variants.

Large Language Model

Transformers

#Multi-model fusion #High-density parameters #General conversation

Downloads 26

Release Time : 4/4/2025

Model Overview

By merging multiple Gemma-9B variants, this model aims to enhance text generation capabilities and task adaptability, suitable for various natural language processing tasks.

Model Features

Multi-model fusion

Integrates the strengths of 6 different Gemma-9B variants, optimized through the DARE TIES merging method

Parameter efficiency

Employs a density-weighted merging strategy to retain the most valuable parameters

Strong task adaptability

Combines model variants with capabilities such as chatting and instruction-following

Model Capabilities

Text generation

Dialogue systems

Instruction following

Multi-turn conversations

Use Cases

Dialogue systems

Intelligent customer service

Used to build automated customer service dialogue systems

Capable of generating coherent and helpful customer service responses

Content creation

Creative writing

Assists in story creation and content generation

Can generate coherent and creative text content

🚀 Model Merge Project

This project is a merge of pre - trained language models, aiming to combine the advantages of multiple models to achieve better text - generation performance.

🚀 Quick Start

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

✨ Features

Model Information

Property	Details
Base Models	Sorawiz/Gemma - 9B - Chat, zelk12/MT1 - Gen7 - gemma - 2 - 9B, zelk12/MT - Merge6 - gemma - 2 - 9B, IlyaGusev/gemma - 2 - 9b - it - abliterated, zelk12/MT - Gen6fix - gemma - 2 - 9B, TheDrummer/Tiger - Gemma - 9B - v3
Library Name	transformers
Tags	mergekit, merge
License	gemma
Pipeline Tag	text - generation

📚 Documentation

Merge Details

Merge Method

This model was merged using the DARE TIES merge method using [zelk12/MT - Gen6fix - gemma - 2 - 9B](https://huggingface.co/zelk12/MT - Gen6fix - gemma - 2 - 9B) as a base.

Models Merged

The following models were included in the merge:

[Sorawiz/Gemma - 9B - Chat](https://huggingface.co/Sorawiz/Gemma - 9B - Chat)
[zelk12/MT1 - Gen7 - gemma - 2 - 9B](https://huggingface.co/zelk12/MT1 - Gen7 - gemma - 2 - 9B)
[zelk12/MT - Merge6 - gemma - 2 - 9B](https://huggingface.co/zelk12/MT - Merge6 - gemma - 2 - 9B)
[IlyaGusev/gemma - 2 - 9b - it - abliterated](https://huggingface.co/IlyaGusev/gemma - 2 - 9b - it - abliterated)
[TheDrummer/Tiger - Gemma - 9B - v3](https://huggingface.co/TheDrummer/Tiger - Gemma - 9B - v3)

Configuration

The following YAML configuration was used to produce this model:

models:
  - model: zelk12/MT - Gen6fix - gemma - 2 - 9B
    #no parameters necessary for base model
  - model: TheDrummer/Tiger - Gemma - 9B - v3
    parameters:
      density: 0.5
      weight: 0.5
  - model: Sorawiz/Gemma - 9B - Chat
    parameters:
      density: 0.61
      weight: 0.5
  - model: IlyaGusev/gemma - 2 - 9b - it - abliterated
    parameters:
      density: 0.68
      weight: 0.5
  - model: zelk12/MT - Merge6 - gemma - 2 - 9B
    parameters:
      density: 0.8
      weight: 0.5
  - model: zelk12/MT1 - Gen7 - gemma - 2 - 9B
    parameters:
      density: 0.8
      weight: 0.5

merge_method: dare_ties
base_model: zelk12/MT - Gen6fix - gemma - 2 - 9B
parameters:
  normalize: true
dtype: bfloat16

📄 License

The license for this project is the gemma license.

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