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One To Rule Them All MN 12B by Aleteian

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:aleteian/follow-the... Base model:aleteian/instrument... Base model:aleteian/magnum-opu... Base model:aleteian/neverendin... Base model:aleteian/omnino-obs... Base model:aleteian/on-the-str... Base model:aleteian/pathfinder... Base model:aleteian/saiga-unle... Base model:aleteian/way-to-uns...   Conversational   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Aleteian/One-To-Rule-Them-All-MN-12B 

One To Rule Them All MN 12B Benchmarks

LLME Score: 0.20987
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
One To Rule Them All MN 12B (Aleteian/One-To-Rule-Them-All-MN-12B)
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One To Rule Them All MN 12B Parameters and Internals

LLM NameOne To Rule Them All MN 12B
Repository 🤗https://huggingface.co/Aleteian/One-To-Rule-Them-All-MN-12B 
Base Model(s)  Instrumentality 2 MN 12B RP   Saiga Unleashed   Magnum Opus Galatea MN 12B   On The Strange Lands MN 12B   Follow The Flow MN 12B   Neverending Story MN 12B   ...o Obscoenum Opus Magnum MN 12B   Way To Unseen Horizon MN 12B   Pathfinder RP 12B RU   Aleteian/Instrumentality-2-MN-12B-RP   Aleteian/Saiga-Unleashed   Aleteian/Magnum-Opus-Galatea-MN-12B   Aleteian/On-the-Strange-Lands-MN-12B   Aleteian/Follow-the-Flow-MN-12B   Aleteian/Neverending-Story-MN-12B   Aleteian/Omnino-Obscoenum-Opus-Magnum-MN-12B   Aleteian/Way-to-Unseen-Horizon-MN-12B   Aleteian/Pathfinder-RP-12B-RU
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2025-09-20
MaintainerAleteian
Model Typemistral
Model Files  4.9 GB: 1-of-5   4.9 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   4.9 GB: 5-of-5
Model ArchitectureMistralForCausalLM
Context Length1024000
Model Max Length1024000
Transformers Version4.48.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131077
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than Aleteian/One-To-Rule-Them-All-MN-12B.

Rank the One To Rule Them All MN 12B 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  
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Multi-Language Support and Translation  

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