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No I disagree. I would want ChatGPT to abstract away expert models - biochemistry model, coding model, physics model and maybe O3 would use these models as tool
by simianwords 2y ago
No I disagree. I would want ChatGPT to abstract away expert models - biochemistry model, coding model, physics model and maybe O3 would use these models as tools to come up with an answer.
The point being that a separate expert model would be better at its own field than a single model that tries to be good at everything. Intuitively it makes sense, in practice I have seen anecdotes where finetuning a small model on domain data makes the model lose coherence on other topics.
- koakuma-chan 2y ago> have seen anecdotes where finetuning a small model on domain data makes the model lose coherence on other topics This is expected behaviour.
- simianwords 2y agoi know. so why don't we have domain specific models as tools in consumer llm products