Enabling Dynamic Computation in Looped LMs
Looped LMs are parameter efficient and promise dynamic computation (saving memory and FLOPs on easy tokens). However, state-of-the-art open Looped LMs trained with this dynamic computation capability (Ouro models) do not realize it in practice as each loop iteration (depth)…
AI Summary & Key Takeaways
- Looped LMs are parameter efficient and promise dynamic computation (saving memory and FLOPs on easy tokens)
- However, state-of-the-art open Looped LMs trained with this dynamic computation capability (Ouro models) do not realize it in practice as each loop iteration (depth)…
Enabling Dynamic Computation in Looped LMs
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