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MemoryCache, a Mozilla Innovation Project
(memorycache.ai)
This is a most excellent place for technology news and articles.
Fine tunning is more possible on end user hardware. You also have projects like hive mind and petals that working on distributed training and inference systems to deal with the concentration effects of this you described for base models.