AI Explored Custom AI Models vs ChatGPT: A Guide to Private Large Language Models
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Dec 24, 2024 Yash Gad, an AI strategist and founder of Ringer Sciences, shares his insights on custom AI models. He explains the benefits of tailored AI solutions over general models like ChatGPT and dives into using open-source models like Mistral and LLAMA. Gad tackles the importance of data security and how to build secure AI systems for businesses. He also discusses Retrieval Augmented Generation (RAG) and its role in improving AI responses. Listeners will gain practical tips for implementing enterprise-grade AI solutions while safeguarding sensitive information.
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Branding Exercise
- Yash Gad helped a client with a branding exercise using a custom language model.
- This process, which usually takes months, was completed in two weeks.
Social Media Reports
- A client asked Yash Gad to build a model to normalize social media reports from different agencies.
- The model successfully ingested PowerPoint presentations and outputted a clean, normalized Excel sheet.
Starting With Custom Models
- Start by identifying the specific use case you want the model to solve.
- Then, consider what data and knowledge a human would need to achieve the same outcome.