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Orca Mini V3 13B GGUF by TheBloke

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Orca Mini V3 13B GGUF is an open-source language model by TheBloke. Features: 13b LLM, VRAM: 5.4GB, License: other, Quantized, LLM Explorer Score: 0.1.

  Arxiv:2306.02707 Base model:pankajmathur/orca m... Base model:quantized:pankajmat...   Dataset:ehartford/dolphin Dataset:psmathur/orca mini v1 ...   En   Gguf   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/orca_mini_v3_13B-GGUF 

Orca Mini V3 13B GGUF Benchmarks

LLME Score: 0.09636
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 13B GGUF (TheBloke/orca_mini_v3_13B-GGUF)
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Orca Mini V3 13B GGUF Parameters and Internals

Model Type 
text-generation
Use Cases 
Limitations:
While this model aims for accuracy, it can occasionally produce inaccurate or misleading results., There is a possibility for the generation of inappropriate, biased, or offensive content.
Additional Notes 
Quantized versions and GGUF format for the model are available to reduce memory requirements and facilitate different use cases.
Input Output 
Input Format:
### System: You are an AI assistant that follows instruction extremely well. Help as much as you can. ### User: {prompt} ### Input: {input} ### Response:
Accepted Modalities:
text
Output Format:
Generated text formatted as instructed
LLM NameOrca Mini V3 13B GGUF
Repository 🤗https://huggingface.co/TheBloke/orca_mini_v3_13B-GGUF 
Model NameOrca Mini v3 13B
Model CreatorPankaj Mathur
Base Model(s)  psmathur/orca_mini_v3_13b   psmathur/orca_mini_v3_13b
Model Size13b
Required VRAM5.4 GB
Updated2025-10-05
MaintainerTheBloke
Model Typellama
Model Files  5.4 GB   6.9 GB   6.3 GB   5.7 GB   7.4 GB   7.9 GB   7.4 GB   9.0 GB   9.2 GB   9.0 GB   10.7 GB   13.8 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licenseother

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...aMa 3 Instruct Zeroed 13B GGUF0K / 5 GB241
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EstopianMaid 13B GGUF0K / 4.8 GB180756
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/orca_mini_v3_13B-GGUF.

Rank the Orca Mini V3 13B GGUF 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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