Upload folder using huggingface_hub
Browse files- README.md +46 -0
- config.yaml +328 -0
- lora.safetensors +3 -0
README.md
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---
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license: other
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license_name: flux-1-dev-non-commercial-license
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license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
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language:
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- en
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tags:
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- flux
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- diffusers
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- lora
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- replicate
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base_model: "black-forest-labs/FLUX.1-dev"
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pipeline_tag: text-to-image
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# widget:
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# - text: >-
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# prompt
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# output:
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# url: https://...
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instance_prompt: KHKuser
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---
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# Khiki2
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<Gallery />
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Trained on Replicate using:
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https://replicate.com/ostris/flux-dev-lora-trainer/train
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## Trigger words
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You should use `KHKuser` to trigger the image generation.
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## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
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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.float16).to('cuda')
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pipeline.load_lora_weights('TobiGeth/khiki2', weight_name='lora.safetensors')
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image = pipeline('your prompt').images[0]
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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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config.yaml
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| 1 |
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job: custom_job
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| 2 |
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config:
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| 3 |
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name: flux_train_replicate
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| 4 |
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process:
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| 5 |
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- type: custom_sd_trainer
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training_folder: output
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device: cuda:0
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trigger_word: KHKuser
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network:
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type: lora
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linear: 32
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linear_alpha: 32
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network_kwargs:
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only_if_contains:
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| 15 |
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- transformer.transformer_blocks.0.attn.to_q
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- transformer.transformer_blocks.0.attn.to_k
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| 17 |
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- transformer.transformer_blocks.0.attn.to_v
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| 18 |
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- transformer.transformer_blocks.0.attn.add_k_proj
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| 19 |
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- transformer.transformer_blocks.0.attn.add_v_proj
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| 20 |
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- transformer.transformer_blocks.0.attn.add_q_proj
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| 21 |
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- transformer.transformer_blocks.0.attn.to_out.0
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| 22 |
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- transformer.transformer_blocks.0.attn.to_add_out
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| 23 |
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- transformer.transformer_blocks.1.attn.to_q
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| 24 |
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- transformer.transformer_blocks.1.attn.to_k
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| 25 |
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- transformer.transformer_blocks.1.attn.to_v
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| 26 |
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- transformer.transformer_blocks.1.attn.add_k_proj
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| 27 |
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- transformer.transformer_blocks.1.attn.add_v_proj
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| 28 |
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- transformer.transformer_blocks.1.attn.add_q_proj
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| 29 |
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- transformer.transformer_blocks.1.attn.to_out.0
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| 30 |
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- transformer.transformer_blocks.1.attn.to_add_out
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| 31 |
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- transformer.transformer_blocks.2.attn.to_q
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| 32 |
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- transformer.transformer_blocks.2.attn.to_k
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- transformer.transformer_blocks.2.attn.to_v
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| 34 |
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- transformer.transformer_blocks.2.attn.add_k_proj
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- transformer.transformer_blocks.2.attn.add_v_proj
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- transformer.transformer_blocks.2.attn.add_q_proj
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- transformer.transformer_blocks.2.attn.to_out.0
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| 38 |
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- transformer.transformer_blocks.2.attn.to_add_out
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| 39 |
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- transformer.transformer_blocks.3.attn.to_q
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| 40 |
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- transformer.transformer_blocks.3.attn.to_k
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| 41 |
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- transformer.transformer_blocks.3.attn.to_v
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| 42 |
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- transformer.transformer_blocks.3.attn.add_k_proj
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| 43 |
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- transformer.transformer_blocks.3.attn.add_v_proj
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| 44 |
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- transformer.transformer_blocks.3.attn.add_q_proj
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| 45 |
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- transformer.transformer_blocks.3.attn.to_out.0
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| 46 |
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- transformer.transformer_blocks.3.attn.to_add_out
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| 47 |
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- transformer.transformer_blocks.4.attn.to_q
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| 48 |
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- transformer.transformer_blocks.4.attn.to_k
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| 49 |
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- transformer.transformer_blocks.4.attn.to_v
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| 50 |
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- transformer.transformer_blocks.4.attn.add_k_proj
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| 51 |
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- transformer.transformer_blocks.4.attn.add_v_proj
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| 52 |
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- transformer.transformer_blocks.4.attn.add_q_proj
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| 53 |
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- transformer.transformer_blocks.4.attn.to_out.0
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| 54 |
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- transformer.transformer_blocks.4.attn.to_add_out
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| 55 |
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- transformer.transformer_blocks.5.attn.to_q
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| 56 |
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- transformer.transformer_blocks.5.attn.to_k
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| 57 |
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- transformer.transformer_blocks.5.attn.to_v
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| 58 |
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- transformer.transformer_blocks.5.attn.add_k_proj
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| 59 |
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- transformer.transformer_blocks.5.attn.add_v_proj
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| 60 |
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- transformer.transformer_blocks.5.attn.add_q_proj
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| 61 |
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- transformer.transformer_blocks.5.attn.to_out.0
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| 62 |
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- transformer.transformer_blocks.5.attn.to_add_out
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| 63 |
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- transformer.transformer_blocks.6.attn.to_q
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| 64 |
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- transformer.transformer_blocks.6.attn.to_k
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| 65 |
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- transformer.transformer_blocks.6.attn.to_v
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| 66 |
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- transformer.transformer_blocks.6.attn.add_k_proj
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| 67 |
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- transformer.transformer_blocks.6.attn.add_v_proj
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| 68 |
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- transformer.transformer_blocks.6.attn.add_q_proj
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| 69 |
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- transformer.transformer_blocks.6.attn.to_out.0
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| 70 |
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- transformer.transformer_blocks.6.attn.to_add_out
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| 71 |
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- transformer.transformer_blocks.7.attn.to_q
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| 72 |
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- transformer.transformer_blocks.7.attn.to_k
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| 73 |
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- transformer.transformer_blocks.7.attn.to_v
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| 74 |
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- transformer.transformer_blocks.7.attn.add_k_proj
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| 75 |
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- transformer.transformer_blocks.7.attn.add_v_proj
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| 76 |
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- transformer.transformer_blocks.7.attn.add_q_proj
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| 77 |
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- transformer.transformer_blocks.7.attn.to_out.0
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| 78 |
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- transformer.transformer_blocks.7.attn.to_add_out
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| 79 |
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- transformer.transformer_blocks.8.attn.to_q
|
| 80 |
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- transformer.transformer_blocks.8.attn.to_k
|
| 81 |
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- transformer.transformer_blocks.8.attn.to_v
|
| 82 |
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- transformer.transformer_blocks.8.attn.add_k_proj
|
| 83 |
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- transformer.transformer_blocks.8.attn.add_v_proj
|
| 84 |
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- transformer.transformer_blocks.8.attn.add_q_proj
|
| 85 |
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- transformer.transformer_blocks.8.attn.to_out.0
|
| 86 |
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- transformer.transformer_blocks.8.attn.to_add_out
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| 87 |
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- transformer.transformer_blocks.9.attn.to_q
|
| 88 |
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- transformer.transformer_blocks.9.attn.to_k
|
| 89 |
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- transformer.transformer_blocks.9.attn.to_v
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| 90 |
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- transformer.transformer_blocks.9.attn.add_k_proj
|
| 91 |
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- transformer.transformer_blocks.9.attn.add_v_proj
|
| 92 |
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- transformer.transformer_blocks.9.attn.add_q_proj
|
| 93 |
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- transformer.transformer_blocks.9.attn.to_out.0
|
| 94 |
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- transformer.transformer_blocks.9.attn.to_add_out
|
| 95 |
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- transformer.transformer_blocks.10.attn.to_q
|
| 96 |
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- transformer.transformer_blocks.10.attn.to_k
|
| 97 |
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- transformer.transformer_blocks.10.attn.to_v
|
| 98 |
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- transformer.transformer_blocks.10.attn.add_k_proj
|
| 99 |
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- transformer.transformer_blocks.10.attn.add_v_proj
|
| 100 |
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- transformer.transformer_blocks.10.attn.add_q_proj
|
| 101 |
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- transformer.transformer_blocks.10.attn.to_out.0
|
| 102 |
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- transformer.transformer_blocks.10.attn.to_add_out
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| 103 |
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- transformer.transformer_blocks.11.attn.to_q
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| 104 |
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- transformer.transformer_blocks.11.attn.to_k
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| 105 |
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- transformer.transformer_blocks.11.attn.to_v
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| 106 |
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- transformer.transformer_blocks.11.attn.add_k_proj
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| 107 |
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- transformer.transformer_blocks.11.attn.add_v_proj
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| 108 |
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- transformer.transformer_blocks.11.attn.add_q_proj
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| 109 |
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- transformer.transformer_blocks.11.attn.to_out.0
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| 110 |
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- transformer.transformer_blocks.11.attn.to_add_out
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| 111 |
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- transformer.transformer_blocks.12.attn.to_q
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| 112 |
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- transformer.transformer_blocks.12.attn.to_k
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| 113 |
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- transformer.transformer_blocks.12.attn.to_v
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| 114 |
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- transformer.transformer_blocks.12.attn.add_k_proj
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| 115 |
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- transformer.transformer_blocks.12.attn.add_v_proj
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| 116 |
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- transformer.transformer_blocks.12.attn.add_q_proj
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| 117 |
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- transformer.transformer_blocks.12.attn.to_out.0
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| 118 |
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- transformer.transformer_blocks.12.attn.to_add_out
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| 119 |
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- transformer.transformer_blocks.13.attn.to_q
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| 120 |
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- transformer.transformer_blocks.13.attn.to_k
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| 121 |
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- transformer.transformer_blocks.13.attn.to_v
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| 122 |
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- transformer.transformer_blocks.13.attn.add_k_proj
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| 123 |
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- transformer.transformer_blocks.13.attn.add_v_proj
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| 124 |
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- transformer.transformer_blocks.13.attn.add_q_proj
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| 125 |
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- transformer.transformer_blocks.13.attn.to_out.0
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| 126 |
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- transformer.transformer_blocks.13.attn.to_add_out
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| 127 |
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- transformer.transformer_blocks.14.attn.to_q
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| 128 |
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- transformer.transformer_blocks.14.attn.to_k
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| 129 |
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- transformer.transformer_blocks.14.attn.to_v
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| 130 |
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- transformer.transformer_blocks.14.attn.add_k_proj
|
| 131 |
+
- transformer.transformer_blocks.14.attn.add_v_proj
|
| 132 |
+
- transformer.transformer_blocks.14.attn.add_q_proj
|
| 133 |
+
- transformer.transformer_blocks.14.attn.to_out.0
|
| 134 |
+
- transformer.transformer_blocks.14.attn.to_add_out
|
| 135 |
+
- transformer.transformer_blocks.15.attn.to_q
|
| 136 |
+
- transformer.transformer_blocks.15.attn.to_k
|
| 137 |
+
- transformer.transformer_blocks.15.attn.to_v
|
| 138 |
+
- transformer.transformer_blocks.15.attn.add_k_proj
|
| 139 |
+
- transformer.transformer_blocks.15.attn.add_v_proj
|
| 140 |
+
- transformer.transformer_blocks.15.attn.add_q_proj
|
| 141 |
+
- transformer.transformer_blocks.15.attn.to_out.0
|
| 142 |
+
- transformer.transformer_blocks.15.attn.to_add_out
|
| 143 |
+
- transformer.transformer_blocks.16.attn.to_q
|
| 144 |
+
- transformer.transformer_blocks.16.attn.to_k
|
| 145 |
+
- transformer.transformer_blocks.16.attn.to_v
|
| 146 |
+
- transformer.transformer_blocks.16.attn.add_k_proj
|
| 147 |
+
- transformer.transformer_blocks.16.attn.add_v_proj
|
| 148 |
+
- transformer.transformer_blocks.16.attn.add_q_proj
|
| 149 |
+
- transformer.transformer_blocks.16.attn.to_out.0
|
| 150 |
+
- transformer.transformer_blocks.16.attn.to_add_out
|
| 151 |
+
- transformer.transformer_blocks.17.attn.to_q
|
| 152 |
+
- transformer.transformer_blocks.17.attn.to_k
|
| 153 |
+
- transformer.transformer_blocks.17.attn.to_v
|
| 154 |
+
- transformer.transformer_blocks.17.attn.add_k_proj
|
| 155 |
+
- transformer.transformer_blocks.17.attn.add_v_proj
|
| 156 |
+
- transformer.transformer_blocks.17.attn.add_q_proj
|
| 157 |
+
- transformer.transformer_blocks.17.attn.to_out.0
|
| 158 |
+
- transformer.transformer_blocks.17.attn.to_add_out
|
| 159 |
+
- transformer.transformer_blocks.18.attn.to_q
|
| 160 |
+
- transformer.transformer_blocks.18.attn.to_k
|
| 161 |
+
- transformer.transformer_blocks.18.attn.to_v
|
| 162 |
+
- transformer.transformer_blocks.18.attn.add_k_proj
|
| 163 |
+
- transformer.transformer_blocks.18.attn.add_v_proj
|
| 164 |
+
- transformer.transformer_blocks.18.attn.add_q_proj
|
| 165 |
+
- transformer.transformer_blocks.18.attn.to_out.0
|
| 166 |
+
- transformer.transformer_blocks.18.attn.to_add_out
|
| 167 |
+
- transformer.single_transformer_blocks.0.attn.to_q
|
| 168 |
+
- transformer.single_transformer_blocks.0.attn.to_k
|
| 169 |
+
- transformer.single_transformer_blocks.0.attn.to_v
|
| 170 |
+
- transformer.single_transformer_blocks.1.attn.to_q
|
| 171 |
+
- transformer.single_transformer_blocks.1.attn.to_k
|
| 172 |
+
- transformer.single_transformer_blocks.1.attn.to_v
|
| 173 |
+
- transformer.single_transformer_blocks.2.attn.to_q
|
| 174 |
+
- transformer.single_transformer_blocks.2.attn.to_k
|
| 175 |
+
- transformer.single_transformer_blocks.2.attn.to_v
|
| 176 |
+
- transformer.single_transformer_blocks.3.attn.to_q
|
| 177 |
+
- transformer.single_transformer_blocks.3.attn.to_k
|
| 178 |
+
- transformer.single_transformer_blocks.3.attn.to_v
|
| 179 |
+
- transformer.single_transformer_blocks.4.attn.to_q
|
| 180 |
+
- transformer.single_transformer_blocks.4.attn.to_k
|
| 181 |
+
- transformer.single_transformer_blocks.4.attn.to_v
|
| 182 |
+
- transformer.single_transformer_blocks.5.attn.to_q
|
| 183 |
+
- transformer.single_transformer_blocks.5.attn.to_k
|
| 184 |
+
- transformer.single_transformer_blocks.5.attn.to_v
|
| 185 |
+
- transformer.single_transformer_blocks.6.attn.to_q
|
| 186 |
+
- transformer.single_transformer_blocks.6.attn.to_k
|
| 187 |
+
- transformer.single_transformer_blocks.6.attn.to_v
|
| 188 |
+
- transformer.single_transformer_blocks.7.attn.to_q
|
| 189 |
+
- transformer.single_transformer_blocks.7.attn.to_k
|
| 190 |
+
- transformer.single_transformer_blocks.7.attn.to_v
|
| 191 |
+
- transformer.single_transformer_blocks.8.attn.to_q
|
| 192 |
+
- transformer.single_transformer_blocks.8.attn.to_k
|
| 193 |
+
- transformer.single_transformer_blocks.8.attn.to_v
|
| 194 |
+
- transformer.single_transformer_blocks.9.attn.to_q
|
| 195 |
+
- transformer.single_transformer_blocks.9.attn.to_k
|
| 196 |
+
- transformer.single_transformer_blocks.9.attn.to_v
|
| 197 |
+
- transformer.single_transformer_blocks.10.attn.to_q
|
| 198 |
+
- transformer.single_transformer_blocks.10.attn.to_k
|
| 199 |
+
- transformer.single_transformer_blocks.10.attn.to_v
|
| 200 |
+
- transformer.single_transformer_blocks.11.attn.to_q
|
| 201 |
+
- transformer.single_transformer_blocks.11.attn.to_k
|
| 202 |
+
- transformer.single_transformer_blocks.11.attn.to_v
|
| 203 |
+
- transformer.single_transformer_blocks.12.attn.to_q
|
| 204 |
+
- transformer.single_transformer_blocks.12.attn.to_k
|
| 205 |
+
- transformer.single_transformer_blocks.12.attn.to_v
|
| 206 |
+
- transformer.single_transformer_blocks.13.attn.to_q
|
| 207 |
+
- transformer.single_transformer_blocks.13.attn.to_k
|
| 208 |
+
- transformer.single_transformer_blocks.13.attn.to_v
|
| 209 |
+
- transformer.single_transformer_blocks.14.attn.to_q
|
| 210 |
+
- transformer.single_transformer_blocks.14.attn.to_k
|
| 211 |
+
- transformer.single_transformer_blocks.14.attn.to_v
|
| 212 |
+
- transformer.single_transformer_blocks.15.attn.to_q
|
| 213 |
+
- transformer.single_transformer_blocks.15.attn.to_k
|
| 214 |
+
- transformer.single_transformer_blocks.15.attn.to_v
|
| 215 |
+
- transformer.single_transformer_blocks.16.attn.to_q
|
| 216 |
+
- transformer.single_transformer_blocks.16.attn.to_k
|
| 217 |
+
- transformer.single_transformer_blocks.16.attn.to_v
|
| 218 |
+
- transformer.single_transformer_blocks.17.attn.to_q
|
| 219 |
+
- transformer.single_transformer_blocks.17.attn.to_k
|
| 220 |
+
- transformer.single_transformer_blocks.17.attn.to_v
|
| 221 |
+
- transformer.single_transformer_blocks.18.attn.to_q
|
| 222 |
+
- transformer.single_transformer_blocks.18.attn.to_k
|
| 223 |
+
- transformer.single_transformer_blocks.18.attn.to_v
|
| 224 |
+
- transformer.single_transformer_blocks.19.attn.to_q
|
| 225 |
+
- transformer.single_transformer_blocks.19.attn.to_k
|
| 226 |
+
- transformer.single_transformer_blocks.19.attn.to_v
|
| 227 |
+
- transformer.single_transformer_blocks.20.attn.to_q
|
| 228 |
+
- transformer.single_transformer_blocks.20.attn.to_k
|
| 229 |
+
- transformer.single_transformer_blocks.20.attn.to_v
|
| 230 |
+
- transformer.single_transformer_blocks.21.attn.to_q
|
| 231 |
+
- transformer.single_transformer_blocks.21.attn.to_k
|
| 232 |
+
- transformer.single_transformer_blocks.21.attn.to_v
|
| 233 |
+
- transformer.single_transformer_blocks.22.attn.to_q
|
| 234 |
+
- transformer.single_transformer_blocks.22.attn.to_k
|
| 235 |
+
- transformer.single_transformer_blocks.22.attn.to_v
|
| 236 |
+
- transformer.single_transformer_blocks.23.attn.to_q
|
| 237 |
+
- transformer.single_transformer_blocks.23.attn.to_k
|
| 238 |
+
- transformer.single_transformer_blocks.23.attn.to_v
|
| 239 |
+
- transformer.single_transformer_blocks.24.attn.to_q
|
| 240 |
+
- transformer.single_transformer_blocks.24.attn.to_k
|
| 241 |
+
- transformer.single_transformer_blocks.24.attn.to_v
|
| 242 |
+
- transformer.single_transformer_blocks.25.attn.to_q
|
| 243 |
+
- transformer.single_transformer_blocks.25.attn.to_k
|
| 244 |
+
- transformer.single_transformer_blocks.25.attn.to_v
|
| 245 |
+
- transformer.single_transformer_blocks.26.attn.to_q
|
| 246 |
+
- transformer.single_transformer_blocks.26.attn.to_k
|
| 247 |
+
- transformer.single_transformer_blocks.26.attn.to_v
|
| 248 |
+
- transformer.single_transformer_blocks.27.attn.to_q
|
| 249 |
+
- transformer.single_transformer_blocks.27.attn.to_k
|
| 250 |
+
- transformer.single_transformer_blocks.27.attn.to_v
|
| 251 |
+
- transformer.single_transformer_blocks.28.attn.to_q
|
| 252 |
+
- transformer.single_transformer_blocks.28.attn.to_k
|
| 253 |
+
- transformer.single_transformer_blocks.28.attn.to_v
|
| 254 |
+
- transformer.single_transformer_blocks.29.attn.to_q
|
| 255 |
+
- transformer.single_transformer_blocks.29.attn.to_k
|
| 256 |
+
- transformer.single_transformer_blocks.29.attn.to_v
|
| 257 |
+
- transformer.single_transformer_blocks.30.attn.to_q
|
| 258 |
+
- transformer.single_transformer_blocks.30.attn.to_k
|
| 259 |
+
- transformer.single_transformer_blocks.30.attn.to_v
|
| 260 |
+
- transformer.single_transformer_blocks.31.attn.to_q
|
| 261 |
+
- transformer.single_transformer_blocks.31.attn.to_k
|
| 262 |
+
- transformer.single_transformer_blocks.31.attn.to_v
|
| 263 |
+
- transformer.single_transformer_blocks.32.attn.to_q
|
| 264 |
+
- transformer.single_transformer_blocks.32.attn.to_k
|
| 265 |
+
- transformer.single_transformer_blocks.32.attn.to_v
|
| 266 |
+
- transformer.single_transformer_blocks.33.attn.to_q
|
| 267 |
+
- transformer.single_transformer_blocks.33.attn.to_k
|
| 268 |
+
- transformer.single_transformer_blocks.33.attn.to_v
|
| 269 |
+
- transformer.single_transformer_blocks.34.attn.to_q
|
| 270 |
+
- transformer.single_transformer_blocks.34.attn.to_k
|
| 271 |
+
- transformer.single_transformer_blocks.34.attn.to_v
|
| 272 |
+
- transformer.single_transformer_blocks.35.attn.to_q
|
| 273 |
+
- transformer.single_transformer_blocks.35.attn.to_k
|
| 274 |
+
- transformer.single_transformer_blocks.35.attn.to_v
|
| 275 |
+
- transformer.single_transformer_blocks.36.attn.to_q
|
| 276 |
+
- transformer.single_transformer_blocks.36.attn.to_k
|
| 277 |
+
- transformer.single_transformer_blocks.36.attn.to_v
|
| 278 |
+
- transformer.single_transformer_blocks.37.attn.to_q
|
| 279 |
+
- transformer.single_transformer_blocks.37.attn.to_k
|
| 280 |
+
- transformer.single_transformer_blocks.37.attn.to_v
|
| 281 |
+
save:
|
| 282 |
+
dtype: float16
|
| 283 |
+
save_every: 2501
|
| 284 |
+
max_step_saves_to_keep: 1
|
| 285 |
+
datasets:
|
| 286 |
+
- folder_path: input_images
|
| 287 |
+
caption_ext: txt
|
| 288 |
+
caption_dropout_rate: 0.05
|
| 289 |
+
shuffle_tokens: false
|
| 290 |
+
cache_latents_to_disk: false
|
| 291 |
+
cache_latents: true
|
| 292 |
+
resolution:
|
| 293 |
+
- 512
|
| 294 |
+
- 768
|
| 295 |
+
- 1024
|
| 296 |
+
train:
|
| 297 |
+
batch_size: 1
|
| 298 |
+
steps: 2500
|
| 299 |
+
gradient_accumulation_steps: 1
|
| 300 |
+
train_unet: true
|
| 301 |
+
train_text_encoder: false
|
| 302 |
+
content_or_style: balanced
|
| 303 |
+
gradient_checkpointing: false
|
| 304 |
+
noise_scheduler: flowmatch
|
| 305 |
+
optimizer: adamw8bit
|
| 306 |
+
lr: 3.0e-05
|
| 307 |
+
ema_config:
|
| 308 |
+
use_ema: true
|
| 309 |
+
ema_decay: 0.99
|
| 310 |
+
dtype: bf16
|
| 311 |
+
model:
|
| 312 |
+
name_or_path: FLUX.1-dev
|
| 313 |
+
is_flux: true
|
| 314 |
+
quantize: false
|
| 315 |
+
sample:
|
| 316 |
+
sampler: flowmatch
|
| 317 |
+
sample_every: 2501
|
| 318 |
+
width: 1024
|
| 319 |
+
height: 1024
|
| 320 |
+
prompts: []
|
| 321 |
+
neg: ''
|
| 322 |
+
seed: 42
|
| 323 |
+
walk_seed: true
|
| 324 |
+
guidance_scale: 3.5
|
| 325 |
+
sample_steps: 28
|
| 326 |
+
meta:
|
| 327 |
+
name: flux_train_replicate
|
| 328 |
+
version: '1.0'
|
lora.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c8d9737abfe9e0efe401d9e48c7875b23bea864270e4dea1667515b05a3a4450
|
| 3 |
+
size 104666952
|