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PENG Bo 3 years ago committed by GitHub
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## Towards RWKV-5 (just to record some new ideas)
### List of some ideas
### Some ideas
1. Now time decay is like 0.999^T (0.999 is learnable). Change it to something like (0.999^T + 0.1) where 0.1 is learnable too. The 0.1 part will be kept forever.
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3. Inject some trainable and interpolable positional encoding?
4. Aside from 2d rotation, we can try other Lie groups such as 3d rotation ( SO(3) ). Non-abelian RWKV lol.
5. RWKV might be great on analog devices (search for Analog Matrix-vector multiplication & Photonic Matrix-vector multiplication).
### Misc
I have an idea to improve tokenization. We can hardcode some channels to have meanings. Example:

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