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Mixture Of Gemmas Dare Linear by johnsutor

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  Merged Model   Arxiv:2311.03099   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-dare-linear 

Mixture Of Gemmas Dare Linear 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 Dare Linear (johnsutor/mixture-of-gemmas-dare-linear)

Mixture Of Gemmas Dare Linear Parameters and Internals

Additional Notes 
This is a merge of pre-trained language models created using mergekit.
Training Details 
Methodology:
Merged using the linear DARE method
LLM NameMixture Of Gemmas Dare Linear
Repository 🤗https://huggingface.co/johnsutor/mixture-of-gemmas-dare-linear 
Base Model(s)  Codegemma 7B   Gemma 7B   google/codegemma-7b   google/gemma-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-dare-linear.

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