ElvenMaid-12B-v2 Open-Source Language Model - Support English-Japanese Interaction and Enjoy Cross-Language Dialogue Experience

Elvenmaid 12B V2

Developed by yamatazen

ElvenMaid-12B-v2 is a 12B parameter language model based on the ChatML format, created by merging multiple pre-trained models using mergekit's TIES method, supporting English and Japanese interactions.

Large Language Model

Transformers

Supports Multiple Languages#Multi-model fusion #Japanese-English bilingual #Philosophical mathematical reasoning

Downloads 50

Release Time : 4/13/2025

Model Overview

This model is a multilingual chat model that combines the strengths of multiple 12B parameter models, focusing on providing a smooth conversational experience and diverse knowledge coverage.

Model Features

Multi-model merging

Merged 5 different 12B parameter models using the TIES method, combining the strengths of each model

Multilingual support

Specially optimized for English and Japanese language processing

ChatML format

Supports ChatML dialogue format for easy construction of dialogue systems

Model Capabilities

Multilingual text generation

Dialogue interaction

Knowledge Q&A

Instruction following

Use Cases

Dialogue systems

Virtual assistant

Can be used as a multilingual virtual assistant

Provides smooth and natural conversational experiences

Content creation

Multilingual content generation

Generates creative content in English or Japanese

🚀 ElvenMaid-12B-v2

This is a ChatML model created by merging multiple pre - trained language models, offering enhanced performance and functionality.

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🚀 Quick Start

This is a ChatML model, which is a merge of pre - trained language models created using mergekit.

✨ Features

Model Information

Property	Details
Base Models	yamatazen/Himeyuri - Magnum - 12B - v2, HumanLLMs/Human - Like - Mistral - Nemo - Instruct - 2407, PocketDoc/Dans - PersonalityEngine - V1.1.0 - 12b, EpistemeAI/Mistral - Nemo - Instruct - 12B - Philosophy - Math, yamatazen/LoyalMaid - 12B, inflatebot/MN - 12B - Mag - Mell - R1
Library Name	transformers
Tags	mergekit, merge, chatml
Supported Languages	en, ja

Merge Details

Merge Method

This model was merged using the TIES merge method using [PocketDoc/Dans - PersonalityEngine - V1.1.0 - 12b](https://huggingface.co/PocketDoc/Dans - PersonalityEngine - V1.1.0 - 12b) as a base.

Models Merged

The following models were included in the merge:

[yamatazen/Himeyuri - Magnum - 12B - v2](https://huggingface.co/yamatazen/Himeyuri - Magnum - 12B - v2)
[HumanLLMs/Human - Like - Mistral - Nemo - Instruct - 2407](https://huggingface.co/HumanLLMs/Human - Like - Mistral - Nemo - Instruct - 2407)
[EpistemeAI/Mistral - Nemo - Instruct - 12B - Philosophy - Math](https://huggingface.co/EpistemeAI/Mistral - Nemo - Instruct - 12B - Philosophy - Math)
[yamatazen/LoyalMaid - 12B](https://huggingface.co/yamatazen/LoyalMaid - 12B)
[inflatebot/MN - 12B - Mag - Mell - R1](https://huggingface.co/inflatebot/MN - 12B - Mag - Mell - R1)

Configuration

The following YAML configuration was used to produce this model:

base_model: PocketDoc/Dans-PersonalityEngine-V1.1.0-12b
models:
  - model: yamatazen/Himeyuri-Magnum-12B-v2
    parameters:
      density: 1.0
      weight: 1.0
  - model: yamatazen/LoyalMaid-12B
    parameters:
      density: 0.75
      weight: 1.0
  - model: inflatebot/MN-12B-Mag-Mell-R1
    parameters:
      density: 0.5
      weight: 1.0
  - model: EpistemeAI/Mistral-Nemo-Instruct-12B-Philosophy-Math
    parameters:
      density: 0.3
      weight: 1.0
  - model: HumanLLMs/Human-Like-Mistral-Nemo-Instruct-2407
    parameters:
      density: 0.25
      weight: 1.0
merge_method: ties
dtype: bfloat16
parameters:
  normalize: true

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