LoRA students distilled from ali-vilab/text-to-video-ms-1.7b to generate video in reverse time from a text prompt, for the revT2V course project. Methods: attnrotation, convlora, attnlora (checkpoints live under /latest.pt; root latest.pt is attnrotation, the baseline). Trained on silentlooop/revt2v-data.