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Together AI's LlamaCoder uses Llama 3.1 405B to generate full apps from prompts. 200,000+ apps created in a month, democratising AI development.

Anadol fine-tunes Llama models with 500M+ nature images. "Open source information is like gold for art making," he says, emphasising AI's artistic potential.

Upeo Labs' Somo-GPT uses Llama 3 models as multi-subject teaching assistant in 500 Kenyan schools. Supports national curriculum digitisation efforts.

Llama models near 350M downloads, with 20M in the past month. Usage doubled from May to July 2024, and major firms are integrating Llama-based AI.

Infosys integrates Llama 3.1 into Topaz for document, video, and audio processing. It's also used in a legal assistant with RAG for cited information.

The guide suggests fine-tuning, particularly parameter-efficient fine-tuning, as a more viable approach for smaller teams with limited resources compared to pre-training methods.