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Mistral Nemo Moderne 12B FFT Experimental by nbeerbower

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  Autotrain compatible Base model:finetune:nbeerbower... Base model:nbeerbower/mahou-1....   Conversational Dataset:nbeerbower/gutenberg-m... Dataset:nbeerbower/gutenberg2-...   Endpoints compatible   Mistral   Orpo   Region:us   Safetensors   Sharded   Tensorflow   Trl
Model Card on HF 🤗: https://huggingface.co/nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental 

Mistral Nemo Moderne 12B FFT Experimental Benchmarks

MMLU Pro: 27.28
GPQA: 4.14
MUSR: 4
BBH: 32.07
IFEval: 33.52 vs 88 (so35)-61.9%
MATH Lvl 5: 2.04
LLME Score: 0.30173
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral Nemo Moderne 12B FFT Experimental (nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental)

Mistral Nemo Moderne 12B FFT Experimental Parameters and Internals

LLM NameMistral Nemo Moderne 12B FFT Experimental
Repository 🤗https://huggingface.co/nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental 
Base Model(s)  nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated   nbeerbower/Mahou-1.5-mistral-nemo-12B-lorablated
Model Size12b
Required VRAM24.5 GB
Updated2024-12-26
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
Licenseapache-2.0
Context Length1024000
Model Max Length1024000
Transformers Version4.45.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|im_end|>
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than nbeerbower/Mistral-Nemo-Moderne-12B-FFT-experimental.

Rank the Mistral Nemo Moderne 12B FFT Experimental 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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