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Private AI review
Principal Software Developer at a consultancy with 11-50 employees
Private workflows have transformed long‑running research while model setup still...
Regarding how Private AI can be improved, currently serving open weights models is complicated. There are many parameters that you have to adjust to make it run well. The ecosystem is maturing and becoming easier. Tools like Ollama allow running models with no friction, but with suboptimal performance. The speed of development is important...
Private AI review
Ken Vine
AI Strategy & Edge Computing Specialist at Kestrel Partners Group
Private control of sensitive AI workloads has boosted compliance but still needs...
Some of the challenges I've run into are getting the right model for the right piece of hardware. On the edge, I'm very limited on how much GPU memory I have compared to OpenAI that's got racks and racks of million-dollar servers with terabytes of space. Finding the right model that will work in my hardware at peak efficiency is always a...
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