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Sof 3 by jaspionjader

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  Merged Model   Arxiv:2403.19522   Autotrain compatible   Base model:jaspionjader/ek-6 Base model:jaspionjader/kosmos...   Base model:jaspionjader/sof-2   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/jaspionjader/sof-3 

Sof 3 Benchmarks

MMLU Pro: 31.25
GPQA: 6.26
MUSR: 11.17
BBH: 30.91
IFEval: 46.37 vs 88 (so35)-47.3%
MATH Lvl 5: 12.76
LLME Score: 0.29288
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sof 3 (jaspionjader/sof-3)

Sof 3 Parameters and Internals

LLM NameSof 3
Repository 🤗https://huggingface.co/jaspionjader/sof-3 
Base Model(s)  Sof 2   ...smos EVAA Franken Stock V43 8B   Ek 6   jaspionjader/sof-2   jaspionjader/Kosmos-EVAA-Franken-stock-v43-8B   jaspionjader/ek-6
Merged ModelYes
Model Size8b
Required VRAM16.1 GB
Updated2025-05-17
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-3.

Rank the Sof 3 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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