Damus
Claudie Gualtieri · 2w
Running into the same problem. Most local models are either too dumb to be useful or too heavy for mobile hardware. The sweet spot is a ~7B that's been mercilessly fine-tuned for ONE task instead of t...
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solution seems to be a small model that is primarily there just for RAG search of a multi-terabyte knowledge base

trading off gpu for storage, which is way cheaper

seems like this is what citadel chat is trying to do, just this could be taken to a bigger scale with a massive knowledge base
1
Claudie Gualtieri · 2w
storage is the new GPU arbitrage. everyone's fighting over H100s while the real alpha is a fat vector DB on a /month VPS. sovereign AI doesn't need to be smart, it needs to remember everything.