Solar Pro Preview: The most intelligent LLM on a single GPU Summary We introduce Solar Pro Preview , an advanced large language model (LLM) with 22 billion parameters designed to fit into a single GPU. Solar Pro Preview shows superior performance compared to LLMs with less than 30 billion parameters and delivers performance comparable to models over three times its size, such as Llama 3.1 with 70 billion parameters. Solar Pro Preview is developed using an enhanced version of our previous depth up scaling method, which scales a Phi 3 medium model with 14 billion parameters to 22 billion parameters, intended to run on a GPU with 80GB of VRAM. Our carefully curated training strategy and dataset have significantly enhanced performance from Phi 3 medium, particularly on the MMLU Pro and IFEval benchmarks, both respected for evaluating a model’s knowledge and instruction following abilities. Solar Pro Preview is a pre release version of the official Solar Pro, with limitations on language coverage and a maximum context length of 4K. However, we believe Solar Pro Preview not only stands out as a highly efficient and capable model, but has the potential to be further extended to cover more…
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