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README.md
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tags:
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- merge
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- slerp
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tags:
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- merge
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- slerp
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---
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# Dorflan
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## Model Details
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Dorflan is an experimental merged model created from the following three foundation models:
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- stabilityai/StableBeluga-7B
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- ehartford/dolphin-llama2-7b
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- AIDC-ai-business/Marcoroni-7B
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Dorflan 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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## Intended Use
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As an experimental model, Dorflan 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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## Training Data
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Dorflan inherits training data from its three foundation models:
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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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## Limitations
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As an untested merged model, Dorflan has unknown capabilities and limitations. Potential issues include:
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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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Extensive testing is required to characterize Dorflan's capabilities and limitations.
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## Ethical Considerations
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- Dorflan 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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Use this model ethically and do not deploy it for sensitive applications.
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## Contact Information
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Please report issues or concerns with this model to the creator for further investigation.
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