Text-to-Image
Diffusers
TensorBoard
Safetensors
StableDiffusionPipeline
stable-diffusion
stable-diffusion-diffusers
Instructions to use arpachat/output-fashion-400 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use arpachat/output-fashion-400 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("arpachat/output-fashion-400", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- Draw Things
- DiffusionBee
End of training
Browse files- README.md +2 -2
- logs/text2image-fine-tune/1702515829.435362/events.out.tfevents.1702515829.69a9ca71ebd3.26389.1 +3 -0
- logs/text2image-fine-tune/1702515829.4372208/hparams.yml +51 -0
- logs/text2image-fine-tune/1702515865.5909758/events.out.tfevents.1702515865.69a9ca71ebd3.26560.1 +3 -0
- logs/text2image-fine-tune/1702515865.5927641/hparams.yml +51 -0
- logs/text2image-fine-tune/1702515908.8860111/events.out.tfevents.1702515908.69a9ca71ebd3.26762.1 +3 -0
- logs/text2image-fine-tune/1702515908.8878531/hparams.yml +51 -0
- logs/text2image-fine-tune/events.out.tfevents.1702514554.69a9ca71ebd3.20961.0 +2 -2
- logs/text2image-fine-tune/events.out.tfevents.1702515829.69a9ca71ebd3.26389.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1702515865.69a9ca71ebd3.26560.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1702515908.69a9ca71ebd3.26762.0 +3 -0
- unet/diffusion_pytorch_model.safetensors +1 -1
- val_imgs_grid.png +0 -0
README.md
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These are the key hyperparameters used during training:
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* Epochs:
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* Learning rate: 1e-05
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* Batch size:
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* Gradient accumulation steps: 2
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* Image resolution: 512
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* Mixed-precision: fp16
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These are the key hyperparameters used during training:
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* Epochs: 58
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* Learning rate: 1e-05
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* Batch size: 4
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* Gradient accumulation steps: 2
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* Image resolution: 512
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* Mixed-precision: fp16
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logs/text2image-fine-tune/1702515829.435362/events.out.tfevents.1702515829.69a9ca71ebd3.26389.1
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logs/text2image-fine-tune/1702515829.4372208/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_epsilon: 1.0e-08
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+
adam_weight_decay: 0.01
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+
allow_tf32: false
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+
cache_dir: null
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caption_column: text
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center_crop: true
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checkpointing_steps: 10000
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checkpoints_total_limit: null
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dataloader_num_workers: 0
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dataset_config_name: null
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| 13 |
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dataset_name: jwl25b/final_project_dataset
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| 14 |
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 2
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| 16 |
+
gradient_checkpointing: true
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| 17 |
+
hub_model_id: null
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hub_token: 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
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image_column: image
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| 20 |
+
input_perturbation: 0
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| 21 |
+
learning_rate: 1.0e-05
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local_rank: -1
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| 23 |
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logging_dir: logs
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| 24 |
+
lr_scheduler: constant
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| 25 |
+
lr_warmup_steps: 0
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max_grad_norm: 1.0
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| 27 |
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max_train_samples: null
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+
max_train_steps: 400
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| 29 |
+
mixed_precision: fp16
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| 30 |
+
noise_offset: 0
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| 31 |
+
non_ema_revision: null
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| 32 |
+
num_train_epochs: 400
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| 33 |
+
output_dir: output-fashion-400
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| 34 |
+
prediction_type: null
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| 35 |
+
pretrained_model_name_or_path: OFA-Sys/small-stable-diffusion-v0
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| 36 |
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push_to_hub: true
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| 37 |
+
random_flip: true
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| 38 |
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report_to: tensorboard
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| 39 |
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resolution: 512
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| 40 |
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resume_from_checkpoint: null
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| 41 |
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revision: null
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scale_lr: false
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seed: null
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| 44 |
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snr_gamma: null
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tracker_project_name: text2image-fine-tune
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train_batch_size: 64
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| 47 |
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train_data_dir: null
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| 48 |
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use_8bit_adam: false
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| 49 |
+
use_ema: true
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| 50 |
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validation_epochs: 5
|
| 51 |
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variant: null
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logs/text2image-fine-tune/1702515865.5909758/events.out.tfevents.1702515865.69a9ca71ebd3.26560.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:81eb6394e9ad1fbd7bb83423b2923cea6b94bee68f3a55f33c369eb11b9fd62f
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size 2333
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logs/text2image-fine-tune/1702515865.5927641/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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adam_epsilon: 1.0e-08
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| 4 |
+
adam_weight_decay: 0.01
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| 5 |
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allow_tf32: false
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cache_dir: null
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caption_column: text
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center_crop: true
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checkpointing_steps: 10000
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checkpoints_total_limit: null
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dataloader_num_workers: 0
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dataset_config_name: null
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dataset_name: jwl25b/final_project_dataset
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| 14 |
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enable_xformers_memory_efficient_attention: false
|
| 15 |
+
gradient_accumulation_steps: 2
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| 16 |
+
gradient_checkpointing: true
|
| 17 |
+
hub_model_id: null
|
| 18 |
+
hub_token: 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
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| 19 |
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image_column: image
|
| 20 |
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input_perturbation: 0
|
| 21 |
+
learning_rate: 1.0e-05
|
| 22 |
+
local_rank: -1
|
| 23 |
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logging_dir: logs
|
| 24 |
+
lr_scheduler: constant
|
| 25 |
+
lr_warmup_steps: 0
|
| 26 |
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max_grad_norm: 1.0
|
| 27 |
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max_train_samples: null
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max_train_steps: 400
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| 29 |
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mixed_precision: fp16
|
| 30 |
+
noise_offset: 0
|
| 31 |
+
non_ema_revision: null
|
| 32 |
+
num_train_epochs: 200
|
| 33 |
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output_dir: output-fashion-400
|
| 34 |
+
prediction_type: null
|
| 35 |
+
pretrained_model_name_or_path: OFA-Sys/small-stable-diffusion-v0
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| 36 |
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push_to_hub: true
|
| 37 |
+
random_flip: true
|
| 38 |
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report_to: tensorboard
|
| 39 |
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resolution: 512
|
| 40 |
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resume_from_checkpoint: null
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revision: null
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scale_lr: false
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seed: null
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snr_gamma: null
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tracker_project_name: text2image-fine-tune
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train_batch_size: 16
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train_data_dir: null
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use_8bit_adam: false
|
| 49 |
+
use_ema: true
|
| 50 |
+
validation_epochs: 5
|
| 51 |
+
variant: null
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logs/text2image-fine-tune/1702515908.8860111/events.out.tfevents.1702515908.69a9ca71ebd3.26762.1
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size 2333
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logs/text2image-fine-tune/1702515908.8878531/hparams.yml
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adam_beta1: 0.9
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adam_beta2: 0.999
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+
adam_epsilon: 1.0e-08
|
| 4 |
+
adam_weight_decay: 0.01
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+
allow_tf32: false
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| 6 |
+
cache_dir: null
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| 7 |
+
caption_column: text
|
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center_crop: true
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| 9 |
+
checkpointing_steps: 10000
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| 10 |
+
checkpoints_total_limit: null
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| 11 |
+
dataloader_num_workers: 0
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| 12 |
+
dataset_config_name: null
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| 13 |
+
dataset_name: jwl25b/final_project_dataset
|
| 14 |
+
enable_xformers_memory_efficient_attention: false
|
| 15 |
+
gradient_accumulation_steps: 2
|
| 16 |
+
gradient_checkpointing: true
|
| 17 |
+
hub_model_id: null
|
| 18 |
+
hub_token: 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
|
| 19 |
+
image_column: image
|
| 20 |
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input_perturbation: 0
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| 21 |
+
learning_rate: 1.0e-05
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local_rank: -1
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| 23 |
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logging_dir: logs
|
| 24 |
+
lr_scheduler: constant
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+
lr_warmup_steps: 0
|
| 26 |
+
max_grad_norm: 1.0
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+
max_train_samples: null
|
| 28 |
+
max_train_steps: 400
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+
mixed_precision: fp16
|
| 30 |
+
noise_offset: 0
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| 31 |
+
non_ema_revision: null
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| 32 |
+
num_train_epochs: 58
|
| 33 |
+
output_dir: output-fashion-400
|
| 34 |
+
prediction_type: null
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| 35 |
+
pretrained_model_name_or_path: OFA-Sys/small-stable-diffusion-v0
|
| 36 |
+
push_to_hub: true
|
| 37 |
+
random_flip: true
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| 38 |
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report_to: tensorboard
|
| 39 |
+
resolution: 512
|
| 40 |
+
resume_from_checkpoint: null
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| 41 |
+
revision: null
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| 42 |
+
scale_lr: false
|
| 43 |
+
seed: null
|
| 44 |
+
snr_gamma: null
|
| 45 |
+
tracker_project_name: text2image-fine-tune
|
| 46 |
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train_batch_size: 4
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| 47 |
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train_data_dir: null
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| 48 |
+
use_8bit_adam: false
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| 49 |
+
use_ema: true
|
| 50 |
+
validation_epochs: 5
|
| 51 |
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variant: null
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logs/text2image-fine-tune/events.out.tfevents.1702514554.69a9ca71ebd3.20961.0
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version https://git-lfs.github.com/spec/v1
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logs/text2image-fine-tune/events.out.tfevents.1702515829.69a9ca71ebd3.26389.0
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version https://git-lfs.github.com/spec/v1
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logs/text2image-fine-tune/events.out.tfevents.1702515865.69a9ca71ebd3.26560.0
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version https://git-lfs.github.com/spec/v1
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logs/text2image-fine-tune/events.out.tfevents.1702515908.69a9ca71ebd3.26762.0
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size 3538211
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unet/diffusion_pytorch_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 2317593424
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size 2317593424
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val_imgs_grid.png
CHANGED
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