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Forgive a relative layman chiming in, but isn't legal corpus already pre-chunked in various forms, like section/para/etc., i.e. 18 U.S. Code § 371? It seems tha
by MilStdJunkie 3y ago
Forgive a relative layman chiming in, but isn't legal corpus already pre-chunked in various forms, like section/para/etc., i.e. 18 U.S. Code § 371? It seems that you could slice up the data, RAG from the slices, then connect something like Mixtral's so-called "mixture of experts” (MoE, i.e. 8x7b) for combinations.
Word of warning: we've done the "slicing" thing with aerospace data LLMing - we had a similar problem to yours, so we just made RAGs for each functional system (Fuel, Engine, Model for maintenance logs per 14 CFR 43, 91, etc) based on some simple filename filters - but not the MoE thing. Sigh.
Stoppage was not due to failure but due to . . let's say, lack of interest. No one wants to solve the problem in-house, but at the same time, no one's allowed to use any cloud-based LLM solutions off the shelf. Far easier to sit on one's hands, and wait for the program to yell at you.