If anyone is having this issue I fixed it with :
- my SocketOffset was 50, I put it back to 0
- I put 100 as a Target Offset, which reduces a lot the collision with the ground. I rotate a little the camera to keep the framing.
- I followed this video to smooth the last little bugs :