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wip: debug
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lijaan committed May 29, 2024
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Expand Up @@ -72,7 +72,7 @@ Lightning makes things easier and abstracts the details. In research (or in edge
- πŸ“ **Incentives** - compete with AnyScale, Ray, SkyPilot (multi-cloud, recommended)
- πŸš€ **Risk** - Need to be careful relying on venture capital-backed code (ideal customer profile may be different, may need to pivot, short runway and high return expectations from LPs)
- **πŸ” Research** - usually need to use algorithms like HyperBand and use fully-sharded data parallel models for best performance. Supported in Ray and SkyPilot, work-in-progress for Lightning.
- **πŸ”₯ Time Horizon** - behavior change is hard. Your future self will thank you but need to learn with experience.
- **πŸ”₯ Time Horizon** - behavior change is hard. Your future self will thank you but need to learn by experience when to use a shortcut / abstraction versus when to use the details. For me, I need to see the details almost always (not assembly/CUDA regularly though!)

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