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Ogno Monarch Jaskier Merge 7B by eren23

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  Merged Model   Bardsai/jaskier-7b-dpo-v5.6 Base model:bardsai/jaskier-7b-...   Base model:mlabonne/monarch-7b   Base model:paulml/ogno-7b   Diffusers   En   Mistral   Mlabonne/monarch-7b   Model-index   Paulml/ogno-7b   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/eren23/ogno-monarch-jaskier-merge-7b 

Ogno Monarch Jaskier Merge 7B Benchmarks

ARC: 73.04 vs 96.7 (so35)-24.5%
HellaSwag: 89.09 vs 95.3 (gpt4)-6.5%
MMLU: 64.78 vs 88.3 (so35)-26.6%
TruthfulQA: 77.44 vs 59 (gpt4)31.3%
WinoGrande: 84.77 vs 87.5 (gpt4)-3.1%
GSM8K: 69.45 vs 96.4 (so35)-28%
LLME Score: 0.16136
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ogno Monarch Jaskier Merge 7B (eren23/ogno-monarch-jaskier-merge-7b)

Ogno Monarch Jaskier Merge 7B Parameters and Internals

Model Type 
text-generation
Additional Notes 
The model can be further fine-tuned to possibly improve on certain benchmarks, as indicated by DPO fine-tuning improvements.
Training Details 
Methodology:
The model was merged using LazyMergekit from the base models and then DPO finetuned for better performance.
LLM NameOgno Monarch Jaskier Merge 7B
Repository 🤗https://huggingface.co/eren23/ogno-monarch-jaskier-merge-7b 
Base Model(s)  Monarch 7B   OGNO 7B   bardsai/jaskier-7b-dpo-v5.6   mlabonne/Monarch-7B   paulml/OGNO-7B   bardsai/jaskier-7b-dpo-v5.6
Merged ModelYes
Model Size7b
Required VRAM14.5 GB
Updated2025-04-27
Maintainereren23
Model Typemistral
Model Files  9.8 GB: 1-of-2   4.7 GB: 2-of-2
Supported Languagesen
Model ArchitectureMistralForCausalLM
Licensecc-by-nc-4.0
Context Length32768
Model Max Length32768
Transformers Version4.35.2
Tokenizer ClassLlamaTokenizer
Vocabulary Size32000
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than eren23/ogno-monarch-jaskier-merge-7b.

Rank the Ogno Monarch Jaskier Merge 7B 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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