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Gemma Evo 10B by Aashraf995

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:allknowingroger/gem... Base model:gmonsoon/sahabatai-...   Conversational   Endpoints compatible   Gemma2   Instruct   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Aashraf995/Gemma-Evo-10B 

Gemma Evo 10B Benchmarks

MMLU Pro: 36.39
GPQA: 13.87
MUSR: 16.67
BBH: 43.42
IFEval: 73.32 vs 88 (so35)-16.7%
MATH Lvl 5: 20.09
LLME Score: 0.3686
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Gemma Evo 10B (Aashraf995/Gemma-Evo-10B)

Gemma Evo 10B Parameters and Internals

LLM NameGemma Evo 10B
Repository 🤗https://huggingface.co/Aashraf995/Gemma-Evo-10B 
Base Model(s)  allknowingroger/GemmaSlerp2-9B   gmonsoon/gemma2-9b-sahabatai-v1-instruct-BaseTIES   GemmaSlerp5 10B   allknowingroger/GemmaSlerp2-9B   gmonsoon/gemma2-9b-sahabatai-v1-instruct-BaseTIES   allknowingroger/GemmaSlerp5-10B
Merged ModelYes
Model Size9b
Required VRAM20.4 GB
Updated2024-12-21
MaintainerAashraf995
Model Typegemma2
Instruction-BasedYes
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
Licenseapache-2.0
Context Length8192
Model Max Length8192
Transformers Version4.46.2
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 Aashraf995/Gemma-Evo-10B.

Rank the Gemma Evo 10B 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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Release v20241217
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