How to Fine Tune a VNL Adapter to Improve Performance

A recent paper is VNL adapter. These are strategies for how we can fine tune clip while only really tuning 4% of the, so particularly this paper,. They only need to fine tune 4.4% of the parameters of clip to still retain the full performance as if you fine tune this whole model. So yes, it always makes the results better. But again, so it we need to be clear about what we define what the right answer is. It's actually a very optimistic point that these models are already so good that they are helping a lot of people already.