Text-to-Image
Diffusers
diffusers-training
lora
flux
flux-diffusers
template:sd-lora
davidberenstein1957 HF staff commited on
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End of training

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  1. README.md +21 -21
  2. checkpoint-1000/README.md +71 -0
  3. checkpoint-1000/optimizer.bin +3 -0
  4. checkpoint-1000/random_states_0.pkl +3 -0
  5. checkpoint-1000/scaler.pt +3 -0
  6. checkpoint-1000/scheduler.bin +3 -0
  7. checkpoint-1500/README.md +71 -0
  8. checkpoint-1500/optimizer.bin +3 -0
  9. checkpoint-1500/pytorch_lora_weights.safetensors +3 -0
  10. checkpoint-1500/random_states_0.pkl +3 -0
  11. checkpoint-1500/scaler.pt +3 -0
  12. checkpoint-1500/scheduler.bin +3 -0
  13. checkpoint-2000/optimizer.bin +3 -0
  14. checkpoint-2000/pytorch_lora_weights.safetensors +3 -0
  15. checkpoint-2000/random_states_0.pkl +3 -0
  16. checkpoint-2000/scaler.pt +3 -0
  17. checkpoint-2000/scheduler.bin +3 -0
  18. checkpoint-2500/optimizer.bin +3 -0
  19. checkpoint-2500/pytorch_lora_weights.safetensors +3 -0
  20. checkpoint-2500/random_states_0.pkl +3 -0
  21. checkpoint-2500/scaler.pt +3 -0
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  23. checkpoint-3000/optimizer.bin +3 -0
  24. checkpoint-3000/pytorch_lora_weights.safetensors +3 -0
  25. checkpoint-3000/random_states_0.pkl +3 -0
  26. checkpoint-3000/scaler.pt +3 -0
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  30. checkpoint-3500/random_states_0.pkl +3 -0
  31. checkpoint-3500/scaler.pt +3 -0
  32. checkpoint-3500/scheduler.bin +3 -0
  33. checkpoint-4000/optimizer.bin +3 -0
  34. checkpoint-4000/pytorch_lora_weights.safetensors +3 -0
  35. checkpoint-4000/random_states_0.pkl +3 -0
  36. checkpoint-4000/scaler.pt +3 -0
  37. checkpoint-4000/scheduler.bin +3 -0
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  41. checkpoint-4500/scaler.pt +3 -0
  42. checkpoint-4500/scheduler.bin +3 -0
  43. checkpoint-500/README.md +71 -0
  44. checkpoint-500/optimizer.bin +3 -0
  45. checkpoint-500/pytorch_lora_weights.safetensors +3 -0
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  47. checkpoint-500/scaler.pt +3 -0
  48. checkpoint-500/scheduler.bin +3 -0
  49. checkpoint-5000/optimizer.bin +3 -0
  50. checkpoint-5000/pytorch_lora_weights.safetensors +3 -0
README.md CHANGED
@@ -3,34 +3,28 @@ base_model: black-forest-labs/FLUX.1-dev
3
  library_name: diffusers
4
  license: other
5
  widget:
6
- - text: >-
7
- a bustling manga street, devoid of vehicles, detailed with vibrant colors
8
- and dynamic line work, characters in the background adding life and
9
- movement, under a soft golden hour light, with rich textures and a lively
10
- atmosphere, high resolution, sharp focus
11
  output:
12
  url: images/example_v9pjueoq1.png
13
- - text: >-
14
- Grainy shot of a robot cooking in the kitchen, with soft shadows and
15
- nostalgic film texture.
16
  output:
17
  url: images/example_7rny6lj4p.png
18
- - text: >-
19
- a boat in the canals of Venice, painted in gouache with soft, flowing
20
- brushstrokes and vibrant, translucent colors, capturing the serene
21
- reflection on the water under a misty ambiance, with rich textures and a
22
- dynamic perspective
23
  output:
24
  url: images/example_jx5b3cugc.png
25
- - text: >-
26
- A vibrant orange poppy flower, enclosed in an ornate golden frame, against a
27
- black backdrop, rendered in anime style with bold outlines, exaggerated
28
- details, and a dramatic chiaroscuro lighting.
29
  output:
30
  url: images/example_tphrlr123.png
31
- - text: >-
32
- Armored armadillo, detailed anatomy, precise shading, labeled diagram,
33
- cross-section, high resolution.
34
  output:
35
  url: images/example_5cml5u298.png
36
  tags:
@@ -41,7 +35,13 @@ tags:
41
  - flux
42
  - flux-diffusers
43
  - template:sd-lora
44
-
 
 
 
 
 
 
45
  ---
46
 
47
  <!-- This model card has been generated automatically according to the information the training script had access to. You
 
3
  library_name: diffusers
4
  license: other
5
  widget:
6
+ - text: a bustling manga street, devoid of vehicles, detailed with vibrant colors
7
+ and dynamic line work, characters in the background adding life and movement,
8
+ under a soft golden hour light, with rich textures and a lively atmosphere, high
9
+ resolution, sharp focus
 
10
  output:
11
  url: images/example_v9pjueoq1.png
12
+ - text: Grainy shot of a robot cooking in the kitchen, with soft shadows and nostalgic
13
+ film texture.
 
14
  output:
15
  url: images/example_7rny6lj4p.png
16
+ - text: a boat in the canals of Venice, painted in gouache with soft, flowing brushstrokes
17
+ and vibrant, translucent colors, capturing the serene reflection on the water
18
+ under a misty ambiance, with rich textures and a dynamic perspective
 
 
19
  output:
20
  url: images/example_jx5b3cugc.png
21
+ - text: A vibrant orange poppy flower, enclosed in an ornate golden frame, against
22
+ a black backdrop, rendered in anime style with bold outlines, exaggerated details,
23
+ and a dramatic chiaroscuro lighting.
 
24
  output:
25
  url: images/example_tphrlr123.png
26
+ - text: Armored armadillo, detailed anatomy, precise shading, labeled diagram, cross-section,
27
+ high resolution.
 
28
  output:
29
  url: images/example_5cml5u298.png
30
  tags:
 
35
  - flux
36
  - flux-diffusers
37
  - template:sd-lora
38
+ - text-to-image
39
+ - diffusers-training
40
+ - diffusers
41
+ - lora
42
+ - flux
43
+ - flux-diffusers
44
+ - template:sd-lora
45
  ---
46
 
47
  <!-- This model card has been generated automatically according to the information the training script had access to. You
checkpoint-1000/README.md ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ base_model: black-forest-labs/FLUX.1-dev
3
+ library_name: diffusers
4
+ license: other
5
+ widget: []
6
+ tags:
7
+ - text-to-image
8
+ - diffusers-training
9
+ - diffusers
10
+ - lora
11
+ - flux
12
+ - flux-diffusers
13
+ - template:sd-lora
14
+ ---
15
+
16
+ <!-- This model card has been generated automatically according to the information the training script had access to. You
17
+ should probably proofread and complete it, then remove this comment. -->
18
+
19
+
20
+ # Flux DreamBooth LoRA - davidberenstein1957/image-preferences-flux-dev-lora
21
+
22
+ <Gallery />
23
+
24
+ ## Model description
25
+
26
+ These are davidberenstein1957/image-preferences-flux-schnell-lora DreamBooth LoRA weights for black-forest-labs/FLUX.1-schnell.
27
+
28
+ The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Flux diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md).
29
+
30
+ Was LoRA for the text encoder enabled? False.
31
+
32
+ ## Trigger words
33
+
34
+ You should use `` to trigger the image generation.
35
+
36
+ ## Download model
37
+
38
+ [Download the *.safetensors LoRA](davidberenstein1957/image-preferences-flux-schnell-dev/tree/main) in the Files & versions tab.
39
+
40
+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
41
+
42
+ ```py
43
+ from diffusers import AutoPipelineForText2Image
44
+ import torch
45
+ pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
46
+ pipeline.load_lora_weights('davidberenstein1957/image-preferences-flux-dev-lora', weight_name='pytorch_lora_weights.safetensors')
47
+ image = pipeline('').images[0]
48
+ ```
49
+
50
+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
51
+
52
+ ## License
53
+
54
+ Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
55
+
56
+
57
+ ## Intended uses & limitations
58
+
59
+ #### How to use
60
+
61
+ ```python
62
+ # TODO: add an example code snippet for running this diffusion pipeline
63
+ ```
64
+
65
+ #### Limitations and bias
66
+
67
+ [TODO: provide examples of latent issues and potential remediations]
68
+
69
+ ## Training details
70
+
71
+ [TODO: describe the data used to train the model]
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1
+ ---
2
+ base_model: black-forest-labs/FLUX.1-dev
3
+ library_name: diffusers
4
+ license: other
5
+ widget: []
6
+ tags:
7
+ - text-to-image
8
+ - diffusers-training
9
+ - diffusers
10
+ - lora
11
+ - flux
12
+ - flux-diffusers
13
+ - template:sd-lora
14
+ ---
15
+
16
+ <!-- This model card has been generated automatically according to the information the training script had access to. You
17
+ should probably proofread and complete it, then remove this comment. -->
18
+
19
+
20
+ # Flux DreamBooth LoRA - davidberenstein1957/image-preferences-flux-dev-lora
21
+
22
+ <Gallery />
23
+
24
+ ## Model description
25
+
26
+ These are davidberenstein1957/image-preferences-flux-schnell-lora DreamBooth LoRA weights for black-forest-labs/FLUX.1-schnell.
27
+
28
+ The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Flux diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md).
29
+
30
+ Was LoRA for the text encoder enabled? False.
31
+
32
+ ## Trigger words
33
+
34
+ You should use `` to trigger the image generation.
35
+
36
+ ## Download model
37
+
38
+ [Download the *.safetensors LoRA](davidberenstein1957/image-preferences-flux-schnell-dev/tree/main) in the Files & versions tab.
39
+
40
+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
41
+
42
+ ```py
43
+ from diffusers import AutoPipelineForText2Image
44
+ import torch
45
+ pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
46
+ pipeline.load_lora_weights('davidberenstein1957/image-preferences-flux-dev-lora', weight_name='pytorch_lora_weights.safetensors')
47
+ image = pipeline('').images[0]
48
+ ```
49
+
50
+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
51
+
52
+ ## License
53
+
54
+ Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
55
+
56
+
57
+ ## Intended uses & limitations
58
+
59
+ #### How to use
60
+
61
+ ```python
62
+ # TODO: add an example code snippet for running this diffusion pipeline
63
+ ```
64
+
65
+ #### Limitations and bias
66
+
67
+ [TODO: provide examples of latent issues and potential remediations]
68
+
69
+ ## Training details
70
+
71
+ [TODO: describe the data used to train the model]
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+ ---
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+ base_model: black-forest-labs/FLUX.1-dev
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+ library_name: diffusers
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+ license: other
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+ widget: []
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+ tags:
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+ - text-to-image
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+ - diffusers-training
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+ - diffusers
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+ - lora
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+ - flux
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+ - flux-diffusers
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+ - template:sd-lora
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the training script had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+
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+ # Flux DreamBooth LoRA - davidberenstein1957/image-preferences-flux-dev-lora
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+
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+ <Gallery />
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+
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+ ## Model description
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+
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+ These are davidberenstein1957/image-preferences-flux-schnell-lora DreamBooth LoRA weights for black-forest-labs/FLUX.1-schnell.
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+
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+ The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [Flux diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_flux.md).
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+
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+ Was LoRA for the text encoder enabled? False.
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+
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+ ## Trigger words
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+
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+ You should use `` to trigger the image generation.
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+
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+ ## Download model
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+
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+ [Download the *.safetensors LoRA](davidberenstein1957/image-preferences-flux-schnell-dev/tree/main) in the Files & versions tab.
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+
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+ ## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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+
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+ ```py
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+ from diffusers import AutoPipelineForText2Image
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+ import torch
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+ pipeline = AutoPipelineForText2Image.from_pretrained("black-forest-labs/FLUX.1-dev", torch_dtype=torch.bfloat16).to('cuda')
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+ pipeline.load_lora_weights('davidberenstein1957/image-preferences-flux-dev-lora', weight_name='pytorch_lora_weights.safetensors')
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+ image = pipeline('').images[0]
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+ ```
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+
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+ For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
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+
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+ ## License
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+
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+ Please adhere to the licensing terms as described [here](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).
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+
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+
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+ ## Intended uses & limitations
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+
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+ #### How to use
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+
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+ ```python
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+ # TODO: add an example code snippet for running this diffusion pipeline
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+ ```
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+
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+ #### Limitations and bias
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+
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+ [TODO: provide examples of latent issues and potential remediations]
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+
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+ ## Training details
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+
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+ [TODO: describe the data used to train the model]
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