End of training
Browse files- .gitattributes +1 -0
- README.md +47 -0
- config.json +36 -0
- diffusion_pytorch_model.safetensors +3 -0
- image_control.png +0 -0
- images_0.png +3 -0
- logs/flux_train_controlnet/1753520462.6242762/events.out.tfevents.1753520462.104-171-203-234.4273.1 +3 -0
- logs/flux_train_controlnet/1753520462.627587/hparams.yml +65 -0
- logs/flux_train_controlnet/1753520943.2647455/events.out.tfevents.1753520943.104-171-203-234.4426.1 +3 -0
- logs/flux_train_controlnet/1753520943.2681034/hparams.yml +65 -0
- logs/flux_train_controlnet/1753521834.453419/events.out.tfevents.1753521834.104-171-203-234.4905.1 +3 -0
- logs/flux_train_controlnet/1753521834.4567292/hparams.yml +65 -0
- logs/flux_train_controlnet/1753522243.5841796/events.out.tfevents.1753522243.104-171-203-234.5096.1 +3 -0
- logs/flux_train_controlnet/1753522243.587617/hparams.yml +65 -0
- logs/flux_train_controlnet/events.out.tfevents.1753520462.104-171-203-234.4273.0 +3 -0
- logs/flux_train_controlnet/events.out.tfevents.1753520943.104-171-203-234.4426.0 +3 -0
- logs/flux_train_controlnet/events.out.tfevents.1753521834.104-171-203-234.4905.0 +3 -0
- logs/flux_train_controlnet/events.out.tfevents.1753522243.104-171-203-234.5096.0 +3 -0
.gitattributes
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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images_0.png filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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| 2 |
+
base_model: black-forest-labs/FLUX.1-dev
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| 3 |
+
library_name: diffusers
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| 4 |
+
license: other
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| 5 |
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inference: true
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| 6 |
+
tags:
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| 7 |
+
- flux
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| 8 |
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- flux-diffusers
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| 9 |
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- text-to-image
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| 10 |
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- diffusers
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| 11 |
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- controlnet
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| 12 |
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- diffusers-training
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| 13 |
+
---
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| 14 |
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| 15 |
+
<!-- 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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| 17 |
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| 18 |
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| 19 |
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# controlnet-tommycik/controlFluxAlcolReduced
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| 20 |
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These are controlnet weights trained on black-forest-labs/FLUX.1-dev with new type of conditioning.
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| 22 |
+
You can find some example images below.
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| 23 |
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prompt: transparent glass on white background, the bottom part of the glass presents light grooves
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| 25 |
+

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## License
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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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| 31 |
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## Intended uses & limitations
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| 34 |
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#### How to use
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| 36 |
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| 37 |
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```python
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| 38 |
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# TODO: add an example code snippet for running this diffusion pipeline
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| 39 |
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```
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| 40 |
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#### Limitations and bias
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| 42 |
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[TODO: provide examples of latent issues and potential remediations]
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| 44 |
+
|
| 45 |
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## Training details
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| 46 |
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| 47 |
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[TODO: describe the data used to train the model]
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config.json
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| 1 |
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{
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| 2 |
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"_class_name": "FluxControlNetModel",
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| 3 |
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"_diffusers_version": "0.35.0.dev0",
|
| 4 |
+
"_name_or_path": "InstantX/FLUX.1-dev-Controlnet-Canny",
|
| 5 |
+
"attention_head_dim": 128,
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| 6 |
+
"axes_dims_rope": [
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| 7 |
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16,
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| 8 |
+
56,
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| 9 |
+
56
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| 10 |
+
],
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| 11 |
+
"conditioning_embedding_channels": null,
|
| 12 |
+
"guidance_embeds": true,
|
| 13 |
+
"in_channels": 64,
|
| 14 |
+
"joint_attention_dim": 4096,
|
| 15 |
+
"num_attention_heads": 24,
|
| 16 |
+
"num_layers": 5,
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| 17 |
+
"num_mode": null,
|
| 18 |
+
"num_single_layers": 0,
|
| 19 |
+
"patch_size": 1,
|
| 20 |
+
"pooled_projection_dim": 768,
|
| 21 |
+
"quantization_config": {
|
| 22 |
+
"_load_in_4bit": true,
|
| 23 |
+
"_load_in_8bit": false,
|
| 24 |
+
"bnb_4bit_compute_dtype": "float16",
|
| 25 |
+
"bnb_4bit_quant_storage": "uint8",
|
| 26 |
+
"bnb_4bit_quant_type": "fp4",
|
| 27 |
+
"bnb_4bit_use_double_quant": false,
|
| 28 |
+
"llm_int8_enable_fp32_cpu_offload": false,
|
| 29 |
+
"llm_int8_has_fp16_weight": false,
|
| 30 |
+
"llm_int8_skip_modules": null,
|
| 31 |
+
"llm_int8_threshold": 6.0,
|
| 32 |
+
"load_in_4bit": true,
|
| 33 |
+
"load_in_8bit": false,
|
| 34 |
+
"quant_method": "bitsandbytes"
|
| 35 |
+
}
|
| 36 |
+
}
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diffusion_pytorch_model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:0c65d7d39c5dfd7ff38bca97c5452244265e0a203e9a3e6c22b11f41e1c2e30c
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| 3 |
+
size 1009578051
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image_control.png
ADDED
|
images_0.png
ADDED
|
Git LFS Details
|
logs/flux_train_controlnet/1753520462.6242762/events.out.tfevents.1753520462.104-171-203-234.4273.1
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:cbc6e058d156aa8cd02e7820e3a8dfc80709664b522b542529de03a907f13fa4
|
| 3 |
+
size 3305
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logs/flux_train_controlnet/1753520462.627587/hparams.yml
ADDED
|
@@ -0,0 +1,65 @@
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| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
+
cache_dir: null
|
| 7 |
+
caption_column: prompt
|
| 8 |
+
checkpointing_steps: 250
|
| 9 |
+
checkpoints_total_limit: null
|
| 10 |
+
conditioning_image_column: condition_image
|
| 11 |
+
controlnet_model_name_or_path: InstantX/FLUX.1-dev-Controlnet-Canny
|
| 12 |
+
crops_coords_top_left_h: 0
|
| 13 |
+
crops_coords_top_left_w: 0
|
| 14 |
+
dataloader_num_workers: 0
|
| 15 |
+
dataset_config_name: null
|
| 16 |
+
dataset_name: null
|
| 17 |
+
enable_model_cpu_offload: false
|
| 18 |
+
enable_npu_flash_attention: false
|
| 19 |
+
enable_xformers_memory_efficient_attention: false
|
| 20 |
+
gradient_accumulation_steps: 1
|
| 21 |
+
gradient_checkpointing: true
|
| 22 |
+
guidance_scale: 3.5
|
| 23 |
+
hub_model_id: tommycik/controlFluxAlcolReduced
|
| 24 |
+
hub_token: null
|
| 25 |
+
image_column: image
|
| 26 |
+
image_interpolation_mode: lanczos
|
| 27 |
+
jsonl_for_train: ./controlnet_dataset/dataset.jsonl
|
| 28 |
+
learning_rate: 2.0e-06
|
| 29 |
+
logging_dir: logs
|
| 30 |
+
logit_mean: 0.0
|
| 31 |
+
logit_std: 1.0
|
| 32 |
+
lr_num_cycles: 1
|
| 33 |
+
lr_power: 1.0
|
| 34 |
+
lr_scheduler: constant
|
| 35 |
+
lr_warmup_steps: 500
|
| 36 |
+
max_grad_norm: 1.0
|
| 37 |
+
max_train_samples: null
|
| 38 |
+
max_train_steps: 2
|
| 39 |
+
mixed_precision: fp16
|
| 40 |
+
mode_scale: 1.29
|
| 41 |
+
num_double_layers: 4
|
| 42 |
+
num_single_layers: 4
|
| 43 |
+
num_train_epochs: 1
|
| 44 |
+
num_validation_images: 2
|
| 45 |
+
output_dir: model
|
| 46 |
+
pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
+
pretrained_vae_model_name_or_path: null
|
| 48 |
+
proportion_empty_prompts: 0
|
| 49 |
+
push_to_hub: true
|
| 50 |
+
report_to: tensorboard
|
| 51 |
+
resolution: 512
|
| 52 |
+
resume_from_checkpoint: null
|
| 53 |
+
revision: null
|
| 54 |
+
save_weight_dtype: fp32
|
| 55 |
+
scale_lr: false
|
| 56 |
+
seed: null
|
| 57 |
+
set_grads_to_none: true
|
| 58 |
+
tokenizer_name: null
|
| 59 |
+
tracker_project_name: flux_train_controlnet
|
| 60 |
+
train_batch_size: 1
|
| 61 |
+
use_8bit_adam: true
|
| 62 |
+
use_adafactor: false
|
| 63 |
+
validation_steps: 125
|
| 64 |
+
variant: null
|
| 65 |
+
weighting_scheme: logit_normal
|
logs/flux_train_controlnet/1753520943.2647455/events.out.tfevents.1753520943.104-171-203-234.4426.1
ADDED
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:680273e5b40ca5e159fb7a3a2d546894f638b6e0a971df9bf43de7d7d7823616
|
| 3 |
+
size 3305
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logs/flux_train_controlnet/1753520943.2681034/hparams.yml
ADDED
|
@@ -0,0 +1,65 @@
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| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
+
allow_tf32: false
|
| 6 |
+
cache_dir: null
|
| 7 |
+
caption_column: prompt
|
| 8 |
+
checkpointing_steps: 250
|
| 9 |
+
checkpoints_total_limit: null
|
| 10 |
+
conditioning_image_column: condition_image
|
| 11 |
+
controlnet_model_name_or_path: InstantX/FLUX.1-dev-Controlnet-Canny
|
| 12 |
+
crops_coords_top_left_h: 0
|
| 13 |
+
crops_coords_top_left_w: 0
|
| 14 |
+
dataloader_num_workers: 0
|
| 15 |
+
dataset_config_name: null
|
| 16 |
+
dataset_name: null
|
| 17 |
+
enable_model_cpu_offload: false
|
| 18 |
+
enable_npu_flash_attention: false
|
| 19 |
+
enable_xformers_memory_efficient_attention: false
|
| 20 |
+
gradient_accumulation_steps: 1
|
| 21 |
+
gradient_checkpointing: true
|
| 22 |
+
guidance_scale: 3.5
|
| 23 |
+
hub_model_id: tommycik/controlFluxAlcolReduced
|
| 24 |
+
hub_token: null
|
| 25 |
+
image_column: image
|
| 26 |
+
image_interpolation_mode: lanczos
|
| 27 |
+
jsonl_for_train: ./controlnet_dataset/dataset.jsonl
|
| 28 |
+
learning_rate: 2.0e-06
|
| 29 |
+
logging_dir: logs
|
| 30 |
+
logit_mean: 0.0
|
| 31 |
+
logit_std: 1.0
|
| 32 |
+
lr_num_cycles: 1
|
| 33 |
+
lr_power: 1.0
|
| 34 |
+
lr_scheduler: constant
|
| 35 |
+
lr_warmup_steps: 500
|
| 36 |
+
max_grad_norm: 1.0
|
| 37 |
+
max_train_samples: null
|
| 38 |
+
max_train_steps: 2
|
| 39 |
+
mixed_precision: fp16
|
| 40 |
+
mode_scale: 1.29
|
| 41 |
+
num_double_layers: 4
|
| 42 |
+
num_single_layers: 4
|
| 43 |
+
num_train_epochs: 1
|
| 44 |
+
num_validation_images: 2
|
| 45 |
+
output_dir: model
|
| 46 |
+
pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
+
pretrained_vae_model_name_or_path: null
|
| 48 |
+
proportion_empty_prompts: 0
|
| 49 |
+
push_to_hub: true
|
| 50 |
+
report_to: tensorboard
|
| 51 |
+
resolution: 512
|
| 52 |
+
resume_from_checkpoint: null
|
| 53 |
+
revision: null
|
| 54 |
+
save_weight_dtype: fp32
|
| 55 |
+
scale_lr: false
|
| 56 |
+
seed: null
|
| 57 |
+
set_grads_to_none: true
|
| 58 |
+
tokenizer_name: null
|
| 59 |
+
tracker_project_name: flux_train_controlnet
|
| 60 |
+
train_batch_size: 1
|
| 61 |
+
use_8bit_adam: true
|
| 62 |
+
use_adafactor: false
|
| 63 |
+
validation_steps: 125
|
| 64 |
+
variant: null
|
| 65 |
+
weighting_scheme: logit_normal
|
logs/flux_train_controlnet/1753521834.453419/events.out.tfevents.1753521834.104-171-203-234.4905.1
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:56e0ae5384df418d90e754f35209858c2a589f8f151d2e3d4e23c952d3c2f124
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| 3 |
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size 3303
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logs/flux_train_controlnet/1753521834.4567292/hparams.yml
ADDED
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@@ -0,0 +1,65 @@
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| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
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allow_tf32: false
|
| 6 |
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cache_dir: null
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| 7 |
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caption_column: prompt
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| 8 |
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checkpointing_steps: 250
|
| 9 |
+
checkpoints_total_limit: null
|
| 10 |
+
conditioning_image_column: condition_image
|
| 11 |
+
controlnet_model_name_or_path: InstantX/FLUX.1-dev-Controlnet-Canny
|
| 12 |
+
crops_coords_top_left_h: 0
|
| 13 |
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crops_coords_top_left_w: 0
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| 14 |
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dataloader_num_workers: 0
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| 15 |
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dataset_config_name: null
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| 16 |
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dataset_name: null
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| 17 |
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enable_model_cpu_offload: false
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| 18 |
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enable_npu_flash_attention: false
|
| 19 |
+
enable_xformers_memory_efficient_attention: false
|
| 20 |
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gradient_accumulation_steps: 1
|
| 21 |
+
gradient_checkpointing: true
|
| 22 |
+
guidance_scale: 3.5
|
| 23 |
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hub_model_id: tommycik/controlFluxAlcolReduced
|
| 24 |
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hub_token: null
|
| 25 |
+
image_column: image
|
| 26 |
+
image_interpolation_mode: lanczos
|
| 27 |
+
jsonl_for_train: ./controlnet_dataset/dataset.jsonl
|
| 28 |
+
learning_rate: 2.0e-06
|
| 29 |
+
logging_dir: logs
|
| 30 |
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logit_mean: 0.0
|
| 31 |
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logit_std: 1.0
|
| 32 |
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lr_num_cycles: 1
|
| 33 |
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lr_power: 1.0
|
| 34 |
+
lr_scheduler: constant
|
| 35 |
+
lr_warmup_steps: 500
|
| 36 |
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max_grad_norm: 1.0
|
| 37 |
+
max_train_samples: null
|
| 38 |
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max_train_steps: 2
|
| 39 |
+
mixed_precision: 'no'
|
| 40 |
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mode_scale: 1.29
|
| 41 |
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num_double_layers: 4
|
| 42 |
+
num_single_layers: 4
|
| 43 |
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num_train_epochs: 1
|
| 44 |
+
num_validation_images: 2
|
| 45 |
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output_dir: model
|
| 46 |
+
pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
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pretrained_vae_model_name_or_path: null
|
| 48 |
+
proportion_empty_prompts: 0
|
| 49 |
+
push_to_hub: true
|
| 50 |
+
report_to: tensorboard
|
| 51 |
+
resolution: 512
|
| 52 |
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resume_from_checkpoint: null
|
| 53 |
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revision: null
|
| 54 |
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save_weight_dtype: fp32
|
| 55 |
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scale_lr: false
|
| 56 |
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seed: null
|
| 57 |
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set_grads_to_none: true
|
| 58 |
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tokenizer_name: null
|
| 59 |
+
tracker_project_name: flux_train_controlnet
|
| 60 |
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train_batch_size: 1
|
| 61 |
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use_8bit_adam: true
|
| 62 |
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use_adafactor: false
|
| 63 |
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validation_steps: 125
|
| 64 |
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variant: null
|
| 65 |
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weighting_scheme: logit_normal
|
logs/flux_train_controlnet/1753522243.5841796/events.out.tfevents.1753522243.104-171-203-234.5096.1
ADDED
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@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:a40c07ee890ac118eb16004db1e51f3ac79f8b9a87285535ff05dd3a4722814c
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| 3 |
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size 3303
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logs/flux_train_controlnet/1753522243.587617/hparams.yml
ADDED
|
@@ -0,0 +1,65 @@
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|
| 1 |
+
adam_beta1: 0.9
|
| 2 |
+
adam_beta2: 0.999
|
| 3 |
+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
|
| 5 |
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allow_tf32: false
|
| 6 |
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cache_dir: null
|
| 7 |
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caption_column: prompt
|
| 8 |
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checkpointing_steps: 250
|
| 9 |
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checkpoints_total_limit: null
|
| 10 |
+
conditioning_image_column: condition_image
|
| 11 |
+
controlnet_model_name_or_path: InstantX/FLUX.1-dev-Controlnet-Canny
|
| 12 |
+
crops_coords_top_left_h: 0
|
| 13 |
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crops_coords_top_left_w: 0
|
| 14 |
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dataloader_num_workers: 0
|
| 15 |
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dataset_config_name: null
|
| 16 |
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dataset_name: null
|
| 17 |
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enable_model_cpu_offload: false
|
| 18 |
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enable_npu_flash_attention: false
|
| 19 |
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enable_xformers_memory_efficient_attention: false
|
| 20 |
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gradient_accumulation_steps: 1
|
| 21 |
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gradient_checkpointing: true
|
| 22 |
+
guidance_scale: 3.5
|
| 23 |
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hub_model_id: tommycik/controlFluxAlcolReduced
|
| 24 |
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hub_token: null
|
| 25 |
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image_column: image
|
| 26 |
+
image_interpolation_mode: lanczos
|
| 27 |
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jsonl_for_train: ./controlnet_dataset/dataset.jsonl
|
| 28 |
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learning_rate: 2.0e-06
|
| 29 |
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logging_dir: logs
|
| 30 |
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logit_mean: 0.0
|
| 31 |
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logit_std: 1.0
|
| 32 |
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lr_num_cycles: 1
|
| 33 |
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lr_power: 1.0
|
| 34 |
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lr_scheduler: constant
|
| 35 |
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lr_warmup_steps: 500
|
| 36 |
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max_grad_norm: 1.0
|
| 37 |
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max_train_samples: null
|
| 38 |
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max_train_steps: 2
|
| 39 |
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mixed_precision: 'no'
|
| 40 |
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mode_scale: 1.29
|
| 41 |
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num_double_layers: 4
|
| 42 |
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num_single_layers: 4
|
| 43 |
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num_train_epochs: 1
|
| 44 |
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num_validation_images: 2
|
| 45 |
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output_dir: model
|
| 46 |
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pretrained_model_name_or_path: black-forest-labs/FLUX.1-dev
|
| 47 |
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pretrained_vae_model_name_or_path: null
|
| 48 |
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proportion_empty_prompts: 0
|
| 49 |
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push_to_hub: true
|
| 50 |
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report_to: tensorboard
|
| 51 |
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resolution: 512
|
| 52 |
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resume_from_checkpoint: null
|
| 53 |
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revision: null
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| 54 |
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save_weight_dtype: fp32
|
| 55 |
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scale_lr: false
|
| 56 |
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seed: null
|
| 57 |
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set_grads_to_none: true
|
| 58 |
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tokenizer_name: null
|
| 59 |
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tracker_project_name: flux_train_controlnet
|
| 60 |
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train_batch_size: 1
|
| 61 |
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use_8bit_adam: true
|
| 62 |
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use_adafactor: false
|
| 63 |
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validation_steps: 125
|
| 64 |
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variant: null
|
| 65 |
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weighting_scheme: logit_normal
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logs/flux_train_controlnet/events.out.tfevents.1753520462.104-171-203-234.4273.0
ADDED
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@@ -0,0 +1,3 @@
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logs/flux_train_controlnet/events.out.tfevents.1753520943.104-171-203-234.4426.0
ADDED
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logs/flux_train_controlnet/events.out.tfevents.1753521834.104-171-203-234.4905.0
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logs/flux_train_controlnet/events.out.tfevents.1753522243.104-171-203-234.5096.0
ADDED
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