There's this nice new paper ("Simplifying Transformer Blocks" https://arxiv.org/abs/2311.01906) about getting rid of all the unnecessary parts of a transformer. On their dataset, they manage to get rid of the layernorm, the skip connection, the value matrix, and the projection matrix.
