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Mahou 1.5 Mistral Nemo 12B by flammenai

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  Autotrain compatible Base model:finetune:flammenai/... Base model:flammenai/flammades...   Conversational   Dataset:flammenai/mahoumix-v1   Endpoints compatible   Mistral   Model-index   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/flammenai/Mahou-1.5-mistral-nemo-12B 

Mahou 1.5 Mistral Nemo 12B Benchmarks

MMLU Pro: 28.91
GPQA: 3.47
MUSR: 16.47
BBH: 36.26
IFEval: 67.51 vs 88 (so35)-23.3%
MATH Lvl 5: 8.69
LLME Score: 0.30871
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mahou 1.5 Mistral Nemo 12B (flammenai/Mahou-1.5-mistral-nemo-12B)

Mahou 1.5 Mistral Nemo 12B Parameters and Internals

Model Type 
text-generation
Use Cases 
Applications:
casual conversation, character roleplay
Primary Use Cases:
providing short messages, conversational contexts
Additional Notes 
Trained to handle chat and roleplay in conversational settings.
Training Details 
Data Sources:
flammenai/MahouMix-v1
Methodology:
ORPO finetuned with 4x H100 for 3 epochs
Hardware Used:
4x H100
Input Output 
Input Format:
ChatML format
Performance Tips:
- Use ChatML for the Context Template in SillyTavern Settings. - Enable Instruct Mode. - Use the Mahou ChatML Instruct and Sampler presets.
LLM NameMahou 1.5 Mistral Nemo 12B
Repository 🤗https://huggingface.co/flammenai/Mahou-1.5-mistral-nemo-12B 
Base Model(s)  Flammades Mistral Nemo 12B   flammenai/Flammades-Mistral-Nemo-12B
Model Size12b
Required VRAM24.5 GB
Updated2025-02-22
Maintainerflammenai
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 Version4.45.1
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than flammenai/Mahou-1.5-mistral-nemo-12B.

Rank the Mahou 1.5 Mistral Nemo 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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Release v20241227
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