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Sof 10 by jaspionjader

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  Merged Model   Arxiv:2403.19522   Autotrain compatible   Base model:jaspionjader/sof-3   Base model:jaspionjader/sof-5   Base model:jaspionjader/sof-6   Base model:jaspionjader/sof-9   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/jaspionjader/sof-10 

Sof 10 Benchmarks

MMLU Pro: 31.93
GPQA: 7.49
MUSR: 10.7
BBH: 30.89
IFEval: 46.48 vs 88 (so35)-47.2%
MATH Lvl 5: 12.39
LLME Score: 0.29791
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sof 10 (jaspionjader/sof-10)

Sof 10 Parameters and Internals

LLM NameSof 10
Repository 🤗https://huggingface.co/jaspionjader/sof-10 
Base Model(s)  Sof 9   Sof 5   Sof 6   Sof 3   jaspionjader/sof-9   jaspionjader/sof-5   jaspionjader/sof-6   jaspionjader/sof-3
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-04-26
Maintainerjaspionjader
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Model ArchitectureLlamaForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.46.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|eot_id|>
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than jaspionjader/sof-10.

Rank the Sof 10 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 v20241227
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