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README.md
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@@ -6,13 +6,16 @@ Introducing Mermaid_TempVariance_Factual: a 12B Parameter Model crafted entirely
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In my quest to explore the capabilities of dataset augmentation, I honed my toolkit to generate a fresh, synthetic dataset separate from the original organic 500-entry dataset. This new dataset, comprising 17K entries, became the sole training data for MermaidSolar_TempVariance_Factual.
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Mermaid Mistral, with its 7B parameters, played a pivotal role in this process, as it was responsible for generating the dataset
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My research is centered on showcasing the potency of dataset augmentation in large language model training.
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[Link to Toolkit](https://github.com/Troys-Code/AI_Research/tree/6ef11bd8a3e61539e53ba28b5d420e41b06a154c)
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This model
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Note: Original ~500 Entry Organic Dataset is now my Entire Eval Dataset :)
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In my quest to explore the capabilities of dataset augmentation, I honed my toolkit to generate a fresh, synthetic dataset separate from the original organic 500-entry dataset. This new dataset, comprising 17K entries, became the sole training data for MermaidSolar_TempVariance_Factual.
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Mermaid Mistral, with its 7B parameters, played a pivotal role in this process, as it was responsible for generating the dataset.
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My research is centered on showcasing the potency of dataset augmentation in large language model training.
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This experiement serves as a testament to the efficacy of this approach, trained exclusively on synthetic data to demonstrate the power of the augmentation toolkit.
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I am Troy Andrew Schultz, and this is the culmination of my research endeavor.
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[Link to Toolkit](https://github.com/Troys-Code/AI_Research/tree/6ef11bd8a3e61539e53ba28b5d420e41b06a154c)
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This model with 12B parameters, utilizes a dataset created entirely by a 7B Parameter Model, consisting of 17K Entries augmented by Mermaid Mistral outputs.
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Note: Original ~500 Entry Organic Dataset is now my Entire Eval Dataset :)
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