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+ # OpenLLaMA 7Bv2 Model Card
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+ ## Model Description
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+ OpenLLaMA 7Bv2 is a cutting-edge language model, trained with a focus on delivering high-quality, contextually relevant text predictions. It leverages a diverse composite dataset that includes web-crawled data, scholarly articles, and a wide range of literature and question-answer pairs to ensure broad domain coverage and applicability.
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+ ## Training Data
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+ The model was trained on a composite dataset that includes:
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+ - Falcon refined-web dataset
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+ - starcoder datasets
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+ - Contributions from Wikipedia for encyclopedic knowledge
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+ - Academic papers from arXiv for scientific understanding
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+ - A vast collection of books spanning multiple genres
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+ - Stack Exchange data curated by RedPajama
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+ ## Training Procedure
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+ - **Learning Rate:** Utilized a maximum learning rate of 3e-4 and a minimum learning rate of 3e-5.
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+ - **Batch Size:** Employed a batch size of 4 million tokens, optimizing the training process for both efficiency and performance.
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+ - **Learning Rate Scheduler:** The model's learning rate scheduling closely follows the strategy used in Llama2, ensuring gradual adjustments for optimal convergence.