tianweiy DMD2 issues - Githubissues

tianweiy / DMD2

(NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis

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The DMD loss increases during the first stage of training.

#49 CS123n opened 2 weeks ago
2
About Loss

#48 joelulu opened 3 weeks ago
0
train a 4step SDXL got CUDA error: no kernel image is available for execution on the device

#47 yuanzhi-zhu closed 3 weeks ago
6
why divide by the mean of torch.abs(p_real)

#46 PeiqinSun closed 1 month ago
2
Why use the intermediate estimated x_0|t as the distribution matching input， but not the final image of generator?

#45 vv12kant opened 1 month ago
2
Support SD3？

#44 mliand opened 1 month ago
1
DMD2 for Flux Dev

#43 pandayummy opened 1 month ago
1
Unable to replicate results for sdv1.5

#42 omrastogi closed 1 month ago
4
train a 4step SDXL got AssertionError: Invalid: ``_post_backward_hook_state`

#41 joelulu opened 1 month ago
8
FSDP is too slow, why not use deepspeed?

#40 sunhaha123 opened 1 month ago
1
is this exepcted when you are training sdv1.5 in stage2: gen_cls_loss (g loss) keeps increasing while guidance_cls_loss (d loss) deacreases.

#39 fire2323 opened 1 month ago
9
When I was training with cls_on_clean_image, I got an error: Given groups=1, weight of size [320, 4, 3, 3], expected input[1, 3, 512, 512] to have 4 channels, but got 3 channels instead

#38 koking0 closed 2 months ago
1
DMD2 and Kandinsky, or Playground 2.5?

#37 Quick-Eyed-Sky opened 2 months ago
0
muti-step model for sdv1.5

#36 kmpartner opened 2 months ago
5
LoRA training

#35 SYZhang0805 opened 2 months ago
4
how long is the extra regression loss pre-training in 1-step SDXL distillation trained?

#34 grovessss opened 2 months ago
1
When i applyed the dmd loss to velocity prediction , the loss varies a lot。

#33 icelighting opened 2 months ago
1
fsdp with gradient checkpointing

#32 LifuWang-66 closed 2 months ago
1
After training, there are two pytorch_model files. Which one should I use?

#31 koking0 opened 2 months ago
5
The arg "cls_on_clean_image"

#30 SYZhang0805 closed 2 months ago
10
resuming from the best checkpoint and training for an additional 2,000 iterations.

#29 SYZhang0805 closed 2 months ago
1
prompt input to unet

#28 LifuWang-66 closed 2 months ago
3
Is this method suits for velocity prediction?

#27 icelighting closed 2 months ago
2
Question about gen_cls_loss and guidance_cls_loss

#26 weleen closed 2 months ago
2
When i train sdxl model, saving fsdp model case training stop

#25 icelighting closed 2 months ago
3
Distillation questions

#24 Bigfield77 closed 3 months ago
4
is there plan for releasing code for grad accumulation?

#23 grovessss opened 3 months ago
4
Generating VAE latents for a different architecture

#22 sborse3 closed 3 months ago
4
set model to train mode

#21 yuanzhi-zhu closed 3 months ago
8
Convert 4-step unet into a checkpoint file

#20 coastbluet opened 3 months ago
6
When i train SDXL-4steps model, i get OOM error, i use a single A100.

#19 bengen-y closed 4 months ago
2
sdv15 train with torchrun successful, but sdxl train with fsdp failed.

#18 conquer-pan opened 4 months ago
0
How about DMD2 on img2img task?

#17 dawei03896 opened 4 months ago
2
How does it compare to ByteDance/Hyper-SD or sd-community/sdxl-flash ?

#16 wodsoe closed 2 months ago
2
Please tell me where is the data files: sdxl_vae_latents_laion_500k_lmdb? I can not find it.

#15 conquer-pan closed 3 months ago
1
Current CUDA Device does not support bfloat16. Please switch dtype to float16.

#14 conquer-pan opened 4 months ago
0
Update README.md

#13 lmxyy closed 4 months ago
0
Is it possible to integrate with diffusers?

#12 dawei03896 closed 2 months ago
1
request default -1 seed and negative prompt

#11 nogold4554 closed 3 months ago
2
Is it possible to integrate with HiDiffusion?

#10 self-destruction opened 4 months ago
6
Why is uncorrelated noise used in backward_simulation?

#9 XiaXin-Aloys closed 4 months ago
1
Request for test_folder.py in ImageNet-64x64 Experiments

#8 NikkoLKR closed 4 months ago
2
Why add the discriminator header on the fake denoiser and not on the real denoiser where the parameters are fixed?

#7 IDKiro closed 4 months ago
3
Possibility for 30fps image generation?

#6 beyarkay opened 4 months ago
6
a Lora version to add to any Community Models?

#5 xiaoleexiang closed 2 months ago
6
Add Float16 Precision Handling, Tiny VAE Option and Batch Generation

#4 voodoohop closed 4 months ago
1
demo dead 💀

#3 Mike-FreeAI closed 4 months ago
1
How to visualize Figure3

#2 xiaobiaodu closed 4 months ago
1
Plans for inpainting model.

#1 Sharpiless closed 4 months ago
1