fofr / flux-dev-layers

Explore how Flux Dev responds when you change the strengths of layers in the model. See readme for examples of how to select layers.

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  • 8.5K runs
  • A100 (80GB)
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Playground API Examples README Versions

Input

*string
Shift + Return to add a new line

Prompt for generated image. If you include the `trigger_word` used in the training process you are more likely to activate the trained object, style, or concept in the resulting image.

string
Shift + Return to add a new line

Flux Dev layers to patch. A new line separated list of layers with values or a regular expression matching multiple layers, for example: 'double_blocks.0.img_mod.lin.weight=1.01' or 'attn=1.01'. See readme for examples.

Default: ""

string

Aspect ratio for the generated image in text-to-image mode. The size will always be 1 megapixel, i.e. 1024x1024 if aspect ratio is 1:1.

Default: "1:1"

integer
(minimum: 1, maximum: 4)

Number of images to output.

Default: 1

integer
(minimum: 1, maximum: 50)

Number of inference steps. More steps can give more detailed images, but take longer.

Default: 28

number
(minimum: 0, maximum: 10)

Guidance scale for the diffusion process. Lower values can give more realistic images. Good values to try are 2, 2.5, 3 and 3.5

Default: 3

number
(minimum: 0, maximum: 10)

Maximum shift

Default: 1.15

number
(minimum: 0, maximum: 10)

Base shift

Default: 0.5

string

Sampler

Default: "euler"

string

Scheduler

Default: "simple"

string

Format of the output images

Default: "webp"

integer
(minimum: 0, maximum: 100)

Quality of the output images, from 0 to 100. 100 is best quality, 0 is lowest quality.

Default: 95

integer

Set a seed for reproducibility. Random by default.

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Output

output
Generated in
Tweak itShareReport

This output was created using a different version of the model, fofr/flux-dev-layers:02f442c8.

Examples

View more

Run time and cost

This model costs approximately $0.067 to run on Replicate, or 14 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia A100 (80GB) GPU hardware. Predictions typically complete within 48 seconds. The predict time for this model varies significantly based on the inputs.

Readme

Examples

# All attention layers
attn=1.05

# All double blocks
double_blocks=1.05

# All single blocks
single_blocks=1.05

# All layers in double blocks 2
double_blocks.2=1.05

# All layers in double blocks 2, 3 and 4
double_blocks.[234]=0.9

# All img layers in double blocks 2
img=1.05

All layers

double_blocks.0.img_mod.lin.weight
double_blocks.0.img_mod.lin.bias
double_blocks.0.img_attn.qkv.weight
double_blocks.0.img_attn.qkv.bias
double_blocks.0.img_attn.proj.weight
double_blocks.0.img_attn.proj.bias
double_blocks.0.img_mlp.0.weight
double_blocks.0.img_mlp.0.bias
double_blocks.0.img_mlp.2.weight
double_blocks.0.img_mlp.2.bias
double_blocks.0.txt_mod.lin.weight
double_blocks.0.txt_mod.lin.bias
double_blocks.0.txt_attn.qkv.weight
double_blocks.0.txt_attn.qkv.bias
double_blocks.0.txt_attn.proj.weight
double_blocks.0.txt_attn.proj.bias
double_blocks.0.txt_mlp.0.weight
double_blocks.0.txt_mlp.0.bias
double_blocks.0.txt_mlp.2.weight
double_blocks.0.txt_mlp.2.bias
double_blocks.1.img_mod.lin.weight
double_blocks.1.img_mod.lin.bias
double_blocks.1.img_attn.qkv.weight
double_blocks.1.img_attn.qkv.bias
double_blocks.1.img_attn.proj.weight
double_blocks.1.img_attn.proj.bias
double_blocks.1.img_mlp.0.weight
double_blocks.1.img_mlp.0.bias
double_blocks.1.img_mlp.2.weight
double_blocks.1.img_mlp.2.bias
double_blocks.1.txt_mod.lin.weight
double_blocks.1.txt_mod.lin.bias
double_blocks.1.txt_attn.qkv.weight
double_blocks.1.txt_attn.qkv.bias
double_blocks.1.txt_attn.proj.weight
double_blocks.1.txt_attn.proj.bias
double_blocks.1.txt_mlp.0.weight
double_blocks.1.txt_mlp.0.bias
double_blocks.1.txt_mlp.2.weight
double_blocks.1.txt_mlp.2.bias
double_blocks.2.img_mod.lin.weight
double_blocks.2.img_mod.lin.bias
double_blocks.2.img_attn.qkv.weight
double_blocks.2.img_attn.qkv.bias
double_blocks.2.img_attn.proj.weight
double_blocks.2.img_attn.proj.bias
double_blocks.2.img_mlp.0.weight
double_blocks.2.img_mlp.0.bias
double_blocks.2.img_mlp.2.weight
double_blocks.2.img_mlp.2.bias
double_blocks.2.txt_mod.lin.weight
double_blocks.2.txt_mod.lin.bias
double_blocks.2.txt_attn.qkv.weight
double_blocks.2.txt_attn.qkv.bias
double_blocks.2.txt_attn.proj.weight
double_blocks.2.txt_attn.proj.bias
double_blocks.2.txt_mlp.0.weight
double_blocks.2.txt_mlp.0.bias
double_blocks.2.txt_mlp.2.weight
double_blocks.2.txt_mlp.2.bias
double_blocks.3.img_mod.lin.weight
double_blocks.3.img_mod.lin.bias
double_blocks.3.img_attn.qkv.weight
double_blocks.3.img_attn.qkv.bias
double_blocks.3.img_attn.proj.weight
double_blocks.3.img_attn.proj.bias
double_blocks.3.img_mlp.0.weight
double_blocks.3.img_mlp.0.bias
double_blocks.3.img_mlp.2.weight
double_blocks.3.img_mlp.2.bias
double_blocks.3.txt_mod.lin.weight
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double_blocks.3.txt_attn.proj.bias
double_blocks.3.txt_mlp.0.weight
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double_blocks.4.img_mod.lin.weight
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double_blocks.4.img_attn.proj.bias
double_blocks.4.img_mlp.0.weight
double_blocks.4.img_mlp.0.bias
double_blocks.4.img_mlp.2.weight
double_blocks.4.img_mlp.2.bias
double_blocks.4.txt_mod.lin.weight
double_blocks.4.txt_mod.lin.bias
double_blocks.4.txt_attn.qkv.weight
double_blocks.4.txt_attn.qkv.bias
double_blocks.4.txt_attn.proj.weight
double_blocks.4.txt_attn.proj.bias
double_blocks.4.txt_mlp.0.weight
double_blocks.4.txt_mlp.0.bias
double_blocks.4.txt_mlp.2.weight
double_blocks.4.txt_mlp.2.bias
double_blocks.5.img_mod.lin.weight
double_blocks.5.img_mod.lin.bias
double_blocks.5.img_attn.qkv.weight
double_blocks.5.img_attn.qkv.bias
double_blocks.5.img_attn.proj.weight
double_blocks.5.img_attn.proj.bias
double_blocks.5.img_mlp.0.weight
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double_blocks.5.img_mlp.2.weight
double_blocks.5.img_mlp.2.bias
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double_blocks.5.txt_attn.qkv.bias
double_blocks.5.txt_attn.proj.weight
double_blocks.5.txt_attn.proj.bias
double_blocks.5.txt_mlp.0.weight
double_blocks.5.txt_mlp.0.bias
double_blocks.5.txt_mlp.2.weight
double_blocks.5.txt_mlp.2.bias
double_blocks.6.img_mod.lin.weight
double_blocks.6.img_mod.lin.bias
double_blocks.6.img_attn.qkv.weight
double_blocks.6.img_attn.qkv.bias
double_blocks.6.img_attn.proj.weight
double_blocks.6.img_attn.proj.bias
double_blocks.6.img_mlp.0.weight
double_blocks.6.img_mlp.0.bias
double_blocks.6.img_mlp.2.weight
double_blocks.6.img_mlp.2.bias
double_blocks.6.txt_mod.lin.weight
double_blocks.6.txt_mod.lin.bias
double_blocks.6.txt_attn.qkv.weight
double_blocks.6.txt_attn.qkv.bias
double_blocks.6.txt_attn.proj.weight
double_blocks.6.txt_attn.proj.bias
double_blocks.6.txt_mlp.0.weight
double_blocks.6.txt_mlp.0.bias
double_blocks.6.txt_mlp.2.weight
double_blocks.6.txt_mlp.2.bias
double_blocks.7.img_mod.lin.weight
double_blocks.7.img_mod.lin.bias
double_blocks.7.img_attn.qkv.weight
double_blocks.7.img_attn.qkv.bias
double_blocks.7.img_attn.proj.weight
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double_blocks.7.img_mlp.0.weight
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double_blocks.7.txt_mlp.0.weight
double_blocks.7.txt_mlp.0.bias
double_blocks.7.txt_mlp.2.weight
double_blocks.7.txt_mlp.2.bias
double_blocks.8.img_mod.lin.weight
double_blocks.8.img_mod.lin.bias
double_blocks.8.img_attn.qkv.weight
double_blocks.8.img_attn.qkv.bias
double_blocks.8.img_attn.proj.weight
double_blocks.8.img_attn.proj.bias
double_blocks.8.img_mlp.0.weight
double_blocks.8.img_mlp.0.bias
double_blocks.8.img_mlp.2.weight
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double_blocks.8.txt_mod.lin.weight
double_blocks.8.txt_mod.lin.bias
double_blocks.8.txt_attn.qkv.weight
double_blocks.8.txt_attn.qkv.bias
double_blocks.8.txt_attn.proj.weight
double_blocks.8.txt_attn.proj.bias
double_blocks.8.txt_mlp.0.weight
double_blocks.8.txt_mlp.0.bias
double_blocks.8.txt_mlp.2.weight
double_blocks.8.txt_mlp.2.bias
double_blocks.9.img_mod.lin.weight
double_blocks.9.img_mod.lin.bias
double_blocks.9.img_attn.qkv.weight
double_blocks.9.img_attn.qkv.bias
double_blocks.9.img_attn.proj.weight
double_blocks.9.img_attn.proj.bias
double_blocks.9.img_mlp.0.weight
double_blocks.9.img_mlp.0.bias
double_blocks.9.img_mlp.2.weight
double_blocks.9.img_mlp.2.bias
double_blocks.9.txt_mod.lin.weight
double_blocks.9.txt_mod.lin.bias
double_blocks.9.txt_attn.qkv.weight
double_blocks.9.txt_attn.qkv.bias
double_blocks.9.txt_attn.proj.weight
double_blocks.9.txt_attn.proj.bias
double_blocks.9.txt_mlp.0.weight
double_blocks.9.txt_mlp.0.bias
double_blocks.9.txt_mlp.2.weight
double_blocks.9.txt_mlp.2.bias
double_blocks.10.img_mod.lin.weight
double_blocks.10.img_mod.lin.bias
double_blocks.10.img_attn.qkv.weight
double_blocks.10.img_attn.qkv.bias
double_blocks.10.img_attn.proj.weight
double_blocks.10.img_attn.proj.bias
double_blocks.10.img_mlp.0.weight
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double_blocks.10.img_mlp.2.weight
double_blocks.10.img_mlp.2.bias
double_blocks.10.txt_mod.lin.weight
double_blocks.10.txt_mod.lin.bias
double_blocks.10.txt_attn.qkv.weight
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double_blocks.10.txt_attn.proj.bias
double_blocks.10.txt_mlp.0.weight
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double_blocks.10.txt_mlp.2.weight
double_blocks.10.txt_mlp.2.bias
double_blocks.11.img_mod.lin.weight
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double_blocks.11.img_mlp.2.bias
double_blocks.11.txt_mod.lin.weight
double_blocks.11.txt_mod.lin.bias
double_blocks.11.txt_attn.qkv.weight
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double_blocks.11.txt_attn.proj.weight
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double_blocks.11.txt_mlp.0.weight
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double_blocks.11.txt_mlp.2.weight
double_blocks.11.txt_mlp.2.bias
double_blocks.12.img_mod.lin.weight
double_blocks.12.img_mod.lin.bias
double_blocks.12.img_attn.qkv.weight
double_blocks.12.img_attn.qkv.bias
double_blocks.12.img_attn.proj.weight
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double_blocks.12.img_mlp.0.weight
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double_blocks.12.img_mlp.2.weight
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double_blocks.12.txt_mod.lin.weight
double_blocks.12.txt_mod.lin.bias
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double_blocks.12.txt_attn.qkv.bias
double_blocks.12.txt_attn.proj.weight
double_blocks.12.txt_attn.proj.bias
double_blocks.12.txt_mlp.0.weight
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double_blocks.12.txt_mlp.2.weight
double_blocks.12.txt_mlp.2.bias
double_blocks.13.img_mod.lin.weight
double_blocks.13.img_mod.lin.bias
double_blocks.13.img_attn.qkv.weight
double_blocks.13.img_attn.qkv.bias
double_blocks.13.img_attn.proj.weight
double_blocks.13.img_attn.proj.bias
double_blocks.13.img_mlp.0.weight
double_blocks.13.img_mlp.0.bias
double_blocks.13.img_mlp.2.weight
double_blocks.13.img_mlp.2.bias
double_blocks.13.txt_mod.lin.weight
double_blocks.13.txt_mod.lin.bias
double_blocks.13.txt_attn.qkv.weight
double_blocks.13.txt_attn.qkv.bias
double_blocks.13.txt_attn.proj.weight
double_blocks.13.txt_attn.proj.bias
double_blocks.13.txt_mlp.0.weight
double_blocks.13.txt_mlp.0.bias
double_blocks.13.txt_mlp.2.weight
double_blocks.13.txt_mlp.2.bias
double_blocks.14.img_mod.lin.weight
double_blocks.14.img_mod.lin.bias
double_blocks.14.img_attn.qkv.weight
double_blocks.14.img_attn.qkv.bias
double_blocks.14.img_attn.proj.weight
double_blocks.14.img_attn.proj.bias
double_blocks.14.img_mlp.0.weight
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double_blocks.15.img_mod.lin.weight
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double_blocks.16.txt_mod.lin.weight
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double_blocks.16.txt_attn.qkv.weight
double_blocks.16.txt_attn.qkv.bias
double_blocks.16.txt_attn.proj.weight
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single_blocks.0.linear1.weight
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single_blocks.4.linear1.weight
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single_blocks.4.modulation.lin.weight
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