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Orca Mini V3 70B by pankajmathur

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  Arxiv:2306.02707   Autotrain compatible   Dataset:ehartford/dolphin Dataset:psmathur/orca mini v1 ...   En   Endpoints compatible   Fp16   Llama   Model-index   Pytorch   Quantized   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pankajmathur/orca_mini_v3_70b 

Orca Mini V3 70b Benchmarks

MMLU Pro: 30.64
GPQA: 9.06
MUSR: 25.12
BBH: 42.98
IFEval: 40.15 vs 88 (so35)-54.4%
MATH Lvl 5: 3.85
LLME Score: 0.20599
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orca Mini V3 70B (pankajmathur/orca_mini_v3_70b)
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Orca Mini V3 70B Parameters and Internals

Model Type 
text-generation
Additional Notes 
This model occasionally produces inaccurate or misleading results. It can sometimes generate inappropriate, biased, or offensive content.
Input Output 
Input Format:
Prompt format requires context of AI assistant interaction
Accepted Modalities:
text
Output Format:
Text generation output
LLM NameOrca Mini V3 70b
Repository 🤗https://huggingface.co/pankajmathur/orca_mini_v3_70b 
Model Size70b
Required VRAM138 GB
Updated2025-07-01
Maintainerpankajmathur
Model Typellama
Model Files  9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15   9.8 GB: 1-of-15   9.8 GB: 2-of-15   10.0 GB: 3-of-15   9.8 GB: 4-of-15   9.8 GB: 5-of-15   9.8 GB: 6-of-15   10.0 GB: 7-of-15   9.8 GB: 8-of-15   9.8 GB: 9-of-15   9.8 GB: 10-of-15   10.0 GB: 11-of-15   9.8 GB: 12-of-15   9.8 GB: 13-of-15   9.5 GB: 14-of-15   0.5 GB: 15-of-15
Supported Languagesen
Quantization Typefp16
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length4096
Model Max Length4096
Transformers Version4.32.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Unk Token<unk>
Vocabulary Size32000
Torch Data Typefloat16

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Rank the Orca Mini V3 70B 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 v20241124
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