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Gemma2 9B TitanFusion V2 by bunnycore

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  Merged Model   Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:anthracite-org/magn... Base model:bunnycore/gemma2-9b... Base model:flammenai/mahou-1.3...   Conversational   Endpoints compatible   Gemma2   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/bunnycore/Gemma2-9B-TitanFusion-v2 

Gemma2 9B TitanFusion V2 Benchmarks

LLME Score: 0.2167
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma2 9B TitanFusion V2 (bunnycore/Gemma2-9B-TitanFusion-v2)

Gemma2 9B TitanFusion V2 Parameters and Internals

Model Type 
Language Model, Pre-trained Model
Additional Notes 
This model is a merge of pre-trained language models created using mergekit. It uses DARE TIES merge method with specific models and has a configuration for parameters like weight and density.
Training Details 
Methodology:
Merged using DARE TIES method
LLM NameGemma2 9B TitanFusion V2
Repository 🤗https://huggingface.co/bunnycore/Gemma2-9B-TitanFusion-v2 
Base Model(s)  Gemma2 9B TitanFusion   Magnum V3 9B Customgemma2   flammenai/Mahou-1.3-gemma2-9B   bunnycore/Gemma2-9B-TitanFusion   anthracite-org/magnum-v3-9b-customgemma2   flammenai/Mahou-1.3-gemma2-9B
Merged ModelYes
Model Size9b
Required VRAM20.4 GB
Updated2025-02-22
Maintainerbunnycore
Model Typegemma2
Model Files  5.0 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   5.0 GB: 4-of-5   0.5 GB: 5-of-5
Model ArchitectureGemma2ForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.44.1
Tokenizer ClassGemmaTokenizer
Padding Token<pad>
Vocabulary Size256000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than bunnycore/Gemma2-9B-TitanFusion-v2.

Rank the Gemma2 9B TitanFusion V2 Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
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