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Seeing a task-specific model be consistently better at anything is extremely surprising given rapid innovation in foundation models. Have you tried Aristotle o
by jjmarr 10mo ago
Seeing a task-specific model be consistently better at anything is extremely surprising given rapid innovation in foundation models.
Have you tried Aristotle on other, non-Lean tasks? Is it better at logical reasoning in general?
- runeblaze 10mo agoIs it though? There is a reason gpt has codex variants. RL on a specific task raises the performance on that task
- jjmarr 10mo agoPost-training doesn't transfer over when a new base model arrives so anyone who adopted a task-specific LLM gets burned when a new generational advance comes out.
- runeblaze 10mo agoResouce-affording, if you are chasing the frontier of some more niche task you redo your training regime on the new-gen LLMs