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Orca Mini V5 8B Orpo by pankajmathur

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Orca Mini V5 8B Orpo is an open-source language model by pankajmathur. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: llama3, LLM Explorer Score: 0.18, Arc: 57.1, HellaSwag: 79.9, MMLU: 64.7, GSM8K: 66.

  Conversational   En   Endpoints compatible   Llama   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v5_8b_orpo 

Orca Mini V5 8b Orpo Benchmarks

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%
GSM8K: 65.96 vs 96.4 (so35)-31.6%
LLME Score: 0.18309
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
Updated2026-05-22
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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