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Re:Non-determinism in GPT-4 is caused by Sparse MoE by visarga on Saturday August 05, 2023 @12:32AM (#37009045)
Only on specific domains, these models don't become generalists like GPT-4, they can become task experts for a single task.
Re:Non-determinism in GPT-4 is caused by Sparse MoE by og_kalu on Saturday August 05, 2023 @08:13AM (#37011246)
Fine-tuned MedPalm is worse than GPT-4 on most Medical Challenge Tests. Fine-tuned Minerva is much worse on arithmetic benchmarks.

The LLM space is just different. There's no guarantee a fine-tuned model will beat a bigger generalist one.