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  license: mit
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  license: mit
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+ datasets:
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+ - Open-Orca/OpenOrca
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+ - conceptofmind/cot_submix_original
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+ - conceptofmind/t0_submix_original
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+ - conceptofmind/niv2_submix_original
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+ - conceptofmind/flan2021_submix_original
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+ - ehartford/dolphin
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+ language:
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+ - en
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+ tags:
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+ - merge
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+ - slerp
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+ inference: false
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+ metrics:
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+ - accuracy
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+ - bleu
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  ---
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+ <h1 style="text-align: center">Orfini</h1>
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+ <h2 style="text-align: center">An experimental model</h2>
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+ <hr>
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+
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+
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+ ## Model Details
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+ Orfini is an experimental merged model created from the following three foundation models:
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+
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+ - stabilityai/StableBeluga-7B
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+ - pankajmathur/orca_mini_v3_7b
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+ - AIDC-ai-business/Marcoroni-7B
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+
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+ Orfini was created by merging the weights and architectures of these three models using a custom merging technique. No further fine-tuning was performed after the merge.
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+
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+ Once the model obtains it's evaluation scores, then we'll know if it works or not.
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+
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+ ## Intended Use
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+ As an experimental model, Orfini is intended for testing and research purposes only. It should not be used for production systems or to generate content for public use.
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+
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+ ## Training Data
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+ Orfini inherits training data from its three foundation models:
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+
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+ - StableBeluga-7B: COT, Niv2, t0, & FLAN2021
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+ - dolphin-llama2-7b: Dolphin
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+ - Marcoroni-7B: OpenOrca
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+
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+ ## Limitations
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+ As an untested merged model, Orfini has unknown capabilities and limitations. Potential issues include:
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+
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+ - Instability due to merged architectures
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+ - Compounded bias and issues from all three foundation models
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+ - Decreased performance on some tasks compared to the foundation models
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+
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+ Extensive testing is required to characterize Orfini's capabilities and limitations.
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+
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+ ## Ethical Considerations
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+ - Orfini may exhibit harmful biases inherited from its training data
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+ - Output may be unreliable or manipulated due to instability
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+ - Experimental nature increases potential for misuse
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+
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+ Use this model ethically and do not deploy it for sensitive applications.
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+
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+ ## Contact Information
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+ Please report issues or concerns with this model to the creator for further investigation.