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DeepSeek-Prover-V2

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Re: DeepSeek-Prover-V2

#2
related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing.

A prover model might be used as a tool in the coming future.

Re: DeepSeek-Prover-V2

#3

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

> related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing.

In the future? I'm pretty sure people do that already.

Re: DeepSeek-Prover-V2

#4

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

[deleted]

Re: DeepSeek-Prover-V2

#5

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

> related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. In the future? I'm pretty sure people do that already.

It's crudely done though.

Re: DeepSeek-Prover-V2

#6

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

For a concrete example today, see https://openrouter.ai/openrouter/auto

Re: DeepSeek-Prover-V2

#7

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

The No Free Lunch Theorem implies that something like this is inevitable https://en.wikipedia.org/wiki/No_free_lunch_in_search_and_op...

Re: DeepSeek-Prover-V2

#8

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

> related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. In the future? I'm pretty sure people do that already.

Mistrals model is a mixture-of-experts model

Re: DeepSeek-Prover-V2

#9

related: I imagine in the future we might several "expert" LLM's and a wrapper can delegate tasks as needed as if it were a "tool". That way we can have segregation of expertise - each individual model can excel at one single thing. A prover model might be used as a tool in the coming future.

Is that not what MoE models already do?
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