Open-source AI models like LLaMA and Mixtral have dramatically closed the performance gap with proprietary alternatives, but the infrastructure costs to run them at scale remain prohibitive. LLaMA has surpassed 1.2 billion downloads, and open models now compete with GPT-3.5 and approach GPT-4 on many benchmarks. However, GPU
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