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Magnum Instruct DPO 12B by ParasiticRogue

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  Merged Model   Autotrain compatible Base model:intervitens/mini-ma... Base model:mistralai/mistral-n... Base model:nbeerbower/mistral-... Base model:nbeerbower/mistral-...   Endpoints compatible   Instruct   Mistral   Not-for-all-audiences   Region:us   Roleplay   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/ParasiticRogue/Magnum-Instruct-DPO-12B 

Magnum Instruct DPO 12B Benchmarks

LLME Score: 0.17673
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Magnum Instruct DPO 12B (ParasiticRogue/Magnum-Instruct-DPO-12B)
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Magnum Instruct DPO 12B Parameters and Internals

Model Type 
merge, roleplay
Additional Notes 
This is a 50/50 merge of model variants with additional DPO/ORPO training.
Input Output 
Input Format:
[INST] user prompt[/INST]
Accepted Modalities:
text
Output Format:
character response~~[INST] user prompt[/INST]
LLM NameMagnum Instruct DPO 12B
Repository 🤗https://huggingface.co/ParasiticRogue/Magnum-Instruct-DPO-12B 
Base Model(s)  Mistral Nemo Bophades 12B   Mistral Nemo Gutenberg 12B V3   Mistral Nemo Instruct 2407   intervitens/mini-magnum-12b-v1.1   nbeerbower/mistral-nemo-bophades-12B   nbeerbower/mistral-nemo-gutenberg-12B-v3   mistralai/Mistral-Nemo-Instruct-2407   intervitens/mini-magnum-12b-v1.1
Merged ModelYes
Model Size12b
Required VRAM24.5 GB
Updated2025-09-08
MaintainerParasiticRogue
Model Typemistral
Instruction-BasedYes
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 Version4.44.0
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 ParasiticRogue/Magnum-Instruct-DPO-12B.

Rank the Magnum Instruct DPO 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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