dverdu-freepik
commited on
Commit
·
5c6a0b9
1
Parent(s):
da2ebd4
fix: Update README
Browse files
README.md
CHANGED
@@ -63,14 +63,14 @@ image.save("output.png")
|
|
63 |
|
64 |
Inspired by [Ostris](https://ostris.com/2024/09/07/skipping-flux-1-dev-blocks/) findings, we analyzed the mean squared error (MSE) between the input and output of each block to quantify their contribution to the final result, revealing significant variability.
|
65 |
|
66 |
-
![Flux.1 Lite generated image](sample_images/
|
67 |
-
![MSE MMDIT](sample_images/
|
68 |
-
![MSE DIT](sample_images/
|
69 |
|
70 |
As Ostris pointed out, not all blocks contribute equally. While skipping just one of the early MMDiT or late DiT blocks can significantly impact model performance, skipping any single block in between does not have a significant impact over the final image quality.
|
71 |
|
72 |
-
![Skip one MMDIT block](sample_images/
|
73 |
-
![Skip one DIT block](sample_images/
|
74 |
|
75 |
## Future work
|
76 |
|
|
|
63 |
|
64 |
Inspired by [Ostris](https://ostris.com/2024/09/07/skipping-flux-1-dev-blocks/) findings, we analyzed the mean squared error (MSE) between the input and output of each block to quantify their contribution to the final result, revealing significant variability.
|
65 |
|
66 |
+
![Flux.1 Lite generated image](sample_images/generated_img.png)
|
67 |
+
![MSE MMDIT](sample_images/mse_mmdit_img.png)
|
68 |
+
![MSE DIT](sample_images/mse_dit_img.png)
|
69 |
|
70 |
As Ostris pointed out, not all blocks contribute equally. While skipping just one of the early MMDiT or late DiT blocks can significantly impact model performance, skipping any single block in between does not have a significant impact over the final image quality.
|
71 |
|
72 |
+
![Skip one MMDIT block](sample_images/skip_one_MMDIT_block.png)
|
73 |
+
![Skip one DIT block](sample_images/skip_one_DIT_block.png)
|
74 |
|
75 |
## Future work
|
76 |
|