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MN 12B Mag Mell R1 by inflatebot

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  Arxiv:2306.01708   Arxiv:2311.03099   Autotrain compatible Base model:anthracite-org/magn... Base model:elinas/chronos-gold... Base model:fizzarolli/mn-12b-s... Base model:intervitensinc/mist... Base model:merge:anthracite-or... Base model:merge:elinas/chrono... Base model:merge:fizzarolli/mn... Base model:merge:intervitensin... Base model:merge:nbeerbower/mi... Base model:merge:nbeerbower/mi... Base model:merge:nbeerbower/mi... Base model:nbeerbower/mistral-... Base model:nbeerbower/mistral-... Base model:nbeerbower/mistral-...   Conversational   Endpoints compatible   Merge   Mergekit   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1 

MN 12B Mag Mell R1 Benchmarks

MMLU Pro: 27.09
GPQA: 8.84
MUSR: 11.3
BBH: 32.54
IFEval: 46.13 vs 88 (so35)-47.6%
MATH Lvl 5: 12.99
LLME Score: 0.33575
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MN 12B Mag Mell R1 (inflatebot/MN-12B-Mag-Mell-R1)
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MN 12B Mag Mell R1 Parameters and Internals

Model Type 
language generation, text generation
Additional Notes 
Intended as a 'Best of Nemo' model for any fictional, creative use case, inspired by hyper-merges like Tiefighter.
Training Details 
Methodology:
DARE-TIES merge method
LLM NameMN 12B Mag Mell R1
Repository 🤗https://huggingface.co/inflatebot/MN-12B-Mag-Mell-R1 
Base Model(s)  Mistral Nemo Base 2407 Chatml   Mistral Nemo Bophades 12B   Mistral Nemo Wissenschaft 12B   elinas/Chronos-Gold-12B-1.0   MN 12B Sunrose   Mistral Nemo Gutenberg 12B V4   anthracite-org/magnum-12b-v2.5-kto   IntervitensInc/Mistral-Nemo-Base-2407-chatml   nbeerbower/mistral-nemo-bophades-12B   nbeerbower/mistral-nemo-wissenschaft-12B   elinas/Chronos-Gold-12B-1.0   Fizzarolli/MN-12b-Sunrose   nbeerbower/mistral-nemo-gutenberg-12B-v4   anthracite-org/magnum-12b-v2.5-kto
Model Size12b
Required VRAM24.5 GB
Updated2025-09-09
Maintainerinflatebot
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 Version4.44.1
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than inflatebot/MN-12B-Mag-Mell-R1.

Rank the MN 12B Mag Mell R1 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 v20241124
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