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Orca Mini V5 8B Orpo by pankajmathur

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Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v5_8b_orpo 

Orca Mini V5 8b Orpo Benchmarks

MMLU Pro: 21.63
GPQA: 4.59
MUSR: 8.97
BBH: 27.88
IFEval: 8.24 vs 88 (so35)-90.6%
ARC: 57.08 vs 96.7 (so35)-41%
HellaSwag: 79.93 vs 95.3 (gpt4)-16.1%
MMLU: 64.67 vs 88.3 (so35)-26.8%
TruthfulQA: 53.44 vs 59 (gpt4)-9.4%
WinoGrande: 74.82 vs 87.5 (gpt4)-14.5%
GSM8K: 65.96 vs 96.4 (so35)-31.6%
MATH Lvl 5: 6.65
LLME Score: 0.21001
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca Mini V5 8B Orpo (pankajmathur/orca_mini_v5_8b_orpo)
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Orca Mini V5 8B Orpo Parameters and Internals

Model Type 
text2text-generation
Use Cases 
Areas:
research, commercial applications
Additional Notes 
This version is designed to be a comprehensive general model.
Supported Languages 
en (fluent)
Training Details 
Data Sources:
various ORPO Datasets
Input Output 
Input Format:
ChatML prompt format
Accepted Modalities:
text
Output Format:
generated text
LLM NameOrca Mini V5 8b Orpo
Repository 🤗https://huggingface.co/pankajmathur/orca_mini_v5_8b_orpo 
Model Size8b
Required VRAM16.1 GB
Updated2025-09-08
Maintainerpankajmathur
Model Typellama
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4   5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama3
Context Length8192
Model Max Length8192
Transformers Version4.40.2
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|end_of_text|>
Vocabulary Size128258
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than pankajmathur/orca_mini_v5_8b_orpo.

Rank the Orca Mini V5 8B Orpo Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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