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Mixture Of Gemmas Ties by johnsutor

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  Merged Model   Arxiv:2306.01708   Autotrain compatible   Base model:google/codegemma-7b   Base model:google/gemma-7b   Endpoints compatible   Gemma   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/johnsutor/mixture-of-gemmas-ties 

Mixture Of Gemmas Ties Benchmarks

LLME Score: 0.18533
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mixture Of Gemmas Ties (johnsutor/mixture-of-gemmas-ties)

Mixture Of Gemmas Ties Parameters and Internals

Training Details 
Methodology:
Merge of pre-trained language models using TIES method
LLM NameMixture Of Gemmas Ties
Repository 🤗https://huggingface.co/johnsutor/mixture-of-gemmas-ties 
Base Model(s)  Gemma 7B   Codegemma 7B   google/gemma-7b   google/codegemma-7b
Merged ModelYes
Model Size7b
Required VRAM17.1 GB
Updated2025-02-22
Maintainerjohnsutor
Model Typegemma
Model Files  9.9 GB: 1-of-2   7.2 GB: 2-of-2
Model ArchitectureGemmaForCausalLM
Licensemit
Context Length8192
Model Max Length8192
Transformers Version4.40.2
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 johnsutor/mixture-of-gemmas-ties.

Rank the Mixture Of Gemmas Ties 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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