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Stella Mistral Nemo 12B V2 by nbeerbower

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:nbeerbower/lyra-gut... Base model:nbeerbower/mistral-... Base model:nbeerbower/mistral-...   Conversational   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/nbeerbower/Stella-mistral-nemo-12B-v2 

Stella Mistral Nemo 12B V2 Benchmarks

MMLU Pro: 29.83
GPQA: 10.96
MUSR: 14.43
BBH: 35.36
IFEval: 32.74 vs 88 (so35)-62.8%
MATH Lvl 5: 11.63
LLME Score: 0.2779
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Stella Mistral Nemo 12B V2 (nbeerbower/Stella-mistral-nemo-12B-v2)

Stella Mistral Nemo 12B V2 Parameters and Internals

Training Details 
Methodology:
Model Stock merge method using mergekit
LLM NameStella Mistral Nemo 12B V2
Repository 🤗https://huggingface.co/nbeerbower/Stella-mistral-nemo-12B-v2 
Base Model(s)  Mistral Nemo Gutenberg 12B V3   ...yra Gutenberg Mistral Nemo 12B   Mistral Nemo Gutenberg 12B V4   Mistral Nemo Bophades 12B   nbeerbower/mistral-nemo-gutenberg-12B-v3   nbeerbower/Lyra-Gutenberg-mistral-nemo-12B   nbeerbower/mistral-nemo-gutenberg-12B-v4   nbeerbower/mistral-nemo-bophades-12B
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2025-02-22
Maintainernbeerbower
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 Version4.44.0
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 nbeerbower/Stella-mistral-nemo-12B-v2.

Rank the Stella Mistral Nemo 12B V2 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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