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MagnaRei V2 12B by grimjim

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  Merged Model Base model:delta-vector/rei-v2... Base model:grimjim/magnolia-v3...   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/grimjim/MagnaRei-v2-12B 

MagnaRei V2 12B Benchmarks

LLME Score: 0.2132
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MagnaRei V2 12B (grimjim/MagnaRei-v2-12B)
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MagnaRei V2 12B Parameters and Internals

LLM NameMagnaRei V2 12B
Repository 🤗https://huggingface.co/grimjim/MagnaRei-v2-12B 
Base Model(s)  Magnolia V3 12B   Rei V2 12B   grimjim/Magnolia-v3-12B   Delta-Vector/Rei-V2-12B
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2026-02-05
Maintainergrimjim
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
Licenseapache-2.0
Context Length131072
Model Max Length131072
Transformers Version4.49.0
Tokenizer ClassPreTrainedTokenizer
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than grimjim/MagnaRei-v2-12B.

Rank the MagnaRei V2 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  
Code Generation  
Multi-Language Support and Translation  

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