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ORCA LLaMA 70B QLoRA GGUF by TheBloke

 »  All LLMs  »  TheBloke  »  ORCA LLaMA 70B QLoRA GGUF   URL Share it on

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  Arxiv:2306.02707   Arxiv:2308.07317 Base model:fangloveskari/orca ... Base model:quantized:fangloves...   En   Gguf   Llama   Quantized   Region:us
Model Card on HF 🤗: https://huggingface.co/TheBloke/ORCA_LLaMA_70B_QLoRA-GGUF 

ORCA LLaMA 70B QLoRA GGUF Benchmarks

LLME Score: 0.14836
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
ORCA LLaMA 70B QLoRA GGUF (TheBloke/ORCA_LLaMA_70B_QLoRA-GGUF)

ORCA LLaMA 70B QLoRA GGUF Parameters and Internals

Model Type 
llama
Use Cases 
Limitations:
Testing conducted to date has been in English and has not covered all scenarios.
Considerations:
Before deploying any applications of Llama 2 variants, developers should perform safety testing and tuning tailored to their specific applications of the model.
Training Details 
Data Sources:
Dolphin, Open-Platypus, OpenOrca
Methodology:
https://github.com/hiyouga/LLaMA-Efficient-Tuning We add flash_attention_2 and ORCA dataset support, with some minor modifications.
Hardware Used:
8xA100(80G)
Input Output 
Input Format:
Info on prompt template will be added shortly.
LLM NameORCA LLaMA 70B QLoRA GGUF
Repository 🤗https://huggingface.co/TheBloke/ORCA_LLaMA_70B_QLoRA-GGUF 
Model NameORCA LLaMA 70B QLoRA
Model Creatorfangloveskari
Base Model(s)  ORCA LLaMA 70B QLoRA   fangloveskari/ORCA_LLaMA_70B_QLoRA
Model Size70b
Required VRAM29.3 GB
Updated2024-12-21
MaintainerTheBloke
Model Typellama
Model Files  29.3 GB   36.1 GB   33.2 GB   29.9 GB   38.9 GB   41.4 GB   39.1 GB   47.5 GB   48.8 GB   47.5 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf
Model ArchitectureAutoModel
Licensellama2

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Note: green Score (e.g. "73.2") means that the model is better than TheBloke/ORCA_LLaMA_70B_QLoRA-GGUF.

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Release v20241217
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