Generate multiple consistant segments of a long video  

Considering the maxium length of generated video is limited by GPU memory, I tried splitting a long video into multiple segments. Even though I edit each segment with same prompt and parameters, I found hard to ensure the consistency between these generated segments.  Could you give me some suggestions for long video generation?