End of training
Browse filesThis view is limited to 50 files because it contains too many changes. See raw diff
- FluentUI-LORA-150epoch.safetensors +3 -0
- README.md +55 -0
- checkpoint-200/optimizer.bin +3 -0
- checkpoint-200/pytorch_lora_weights.safetensors +3 -0
- checkpoint-200/pytorch_model.bin +3 -0
- checkpoint-200/random_states_0.pkl +3 -0
- checkpoint-200/scaler.pt +3 -0
- checkpoint-200/scheduler.bin +3 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_10.png +0 -0
- image_11.png +0 -0
- image_12.png +0 -0
- image_13.png +0 -0
- image_14.png +0 -0
- image_15.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- image_4.png +0 -0
- image_5.png +0 -0
- image_6.png +0 -0
- image_7.png +0 -0
- image_8.png +0 -0
- image_9.png +0 -0
- logs/text2image-fine-tune/1703288044.209389/events.out.tfevents.1703288044.DESKTOP-TNN0PMP.16672.1 +3 -0
- logs/text2image-fine-tune/1703288044.2113879/hparams.yml +52 -0
- logs/text2image-fine-tune/1703288132.5332613/events.out.tfevents.1703288132.DESKTOP-TNN0PMP.18976.1 +3 -0
- logs/text2image-fine-tune/1703288132.5352616/hparams.yml +52 -0
- logs/text2image-fine-tune/1703292304.014778/events.out.tfevents.1703292304.DESKTOP-TNN0PMP.5828.1 +3 -0
- logs/text2image-fine-tune/1703292304.0167892/hparams.yml +52 -0
- logs/text2image-fine-tune/1703292448.4120646/events.out.tfevents.1703292448.DESKTOP-TNN0PMP.9148.1 +3 -0
- logs/text2image-fine-tune/1703292448.4152892/hparams.yml +52 -0
- logs/text2image-fine-tune/1703292602.803119/events.out.tfevents.1703292602.DESKTOP-TNN0PMP.20380.1 +3 -0
- logs/text2image-fine-tune/1703292602.806119/hparams.yml +52 -0
- logs/text2image-fine-tune/1703292940.069608/events.out.tfevents.1703292940.DESKTOP-TNN0PMP.12616.1 +3 -0
- logs/text2image-fine-tune/1703292940.071616/hparams.yml +52 -0
- logs/text2image-fine-tune/1703293061.9288354/events.out.tfevents.1703293061.DESKTOP-TNN0PMP.2952.1 +3 -0
- logs/text2image-fine-tune/1703293061.9308448/hparams.yml +52 -0
- logs/text2image-fine-tune/1703293217.8956218/events.out.tfevents.1703293217.DESKTOP-TNN0PMP.15644.1 +3 -0
- logs/text2image-fine-tune/1703293217.8976293/hparams.yml +49 -0
- logs/text2image-fine-tune/1703293305.9157412/events.out.tfevents.1703293305.DESKTOP-TNN0PMP.7096.1 +3 -0
- logs/text2image-fine-tune/1703293305.9187396/hparams.yml +52 -0
- logs/text2image-fine-tune/1703293513.547144/events.out.tfevents.1703293513.DESKTOP-TNN0PMP.15136.1 +3 -0
- logs/text2image-fine-tune/1703293513.5491433/hparams.yml +52 -0
- logs/text2image-fine-tune/events.out.tfevents.1703288044.DESKTOP-TNN0PMP.16672.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1703288132.DESKTOP-TNN0PMP.18976.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1703292304.DESKTOP-TNN0PMP.5828.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1703292448.DESKTOP-TNN0PMP.9148.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1703292602.DESKTOP-TNN0PMP.20380.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1703292940.DESKTOP-TNN0PMP.12616.0 +3 -0
FluentUI-LORA-150epoch.safetensors
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README.md
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---
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license: creativeml-openrail-m
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library_name: diffusers
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tags:
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- stable-diffusion
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- stable-diffusion-diffusers
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- text-to-image
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- diffusers
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- diffusers-training
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- lora
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base_model: runwayml/stable-diffusion-v1-5
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inference: true
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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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# LoRA text2image fine-tuning - iamkaikai/FLUENTUI-LORA
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the iamkaikai/FLUENTUI-ART dataset. You can find some example images in the following.
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## Intended uses & limitations
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#### How to use
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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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#### Limitations and bias
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[TODO: provide examples of latent issues and potential remediations]
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## Training details
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[TODO: describe the data used to train the model]
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checkpoint-200/optimizer.bin
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size 204294458
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checkpoint-200/pytorch_lora_weights.safetensors
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checkpoint-200/pytorch_model.bin
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checkpoint-200/random_states_0.pkl
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checkpoint-200/scaler.pt
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checkpoint-200/scheduler.bin
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size 1000
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image_0.png
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image_1.png
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image_10.png
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image_11.png
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image_12.png
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image_13.png
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image_14.png
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image_15.png
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image_2.png
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image_3.png
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image_4.png
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image_5.png
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image_6.png
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image_7.png
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image_8.png
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image_9.png
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logs/text2image-fine-tune/1703288044.209389/events.out.tfevents.1703288044.DESKTOP-TNN0PMP.16672.1
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size 2613
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logs/text2image-fine-tune/1703288044.2113879/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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| 7 |
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caption_column: text
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center_crop: true
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| 9 |
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checkpointing_steps: 200000
|
| 10 |
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checkpoints_total_limit: null
|
| 11 |
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dataloader_num_workers: 0
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| 12 |
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dataset_config_name: null
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dataset_name: iamkaikai/FluentUI
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 1
|
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gradient_checkpointing: false
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hub_model_id: FluentUI-LORA
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hub_token: null
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image_column: image
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learning_rate: 1.0e-06
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local_rank: -1
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logging_dir: logs
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lr_scheduler: constant
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lr_warmup_steps: 500
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max_grad_norm: 1.0
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max_train_samples: null
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max_train_steps: 11040
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 40
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num_validation_images: 4
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output_dir: FluentUI-LORA
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prediction_type: null
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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push_to_hub: true
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random_flip: false
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rank: 4
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report_to: tensorboard
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resolution: 512
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resume_from_checkpoint: checkpoint-200000
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revision: null
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scale_lr: false
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seed: 1337
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snr_gamma: null
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train_batch_size: 1
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train_data_dir: null
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use_8bit_adam: false
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validation_epochs: 1
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validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
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\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
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\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
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\ by S\u014Dami, optical flareld and silver armour suit"
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logs/text2image-fine-tune/1703288132.5332613/events.out.tfevents.1703288132.DESKTOP-TNN0PMP.18976.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:3fb8f15142cb2233901f7a9a5b221fe698eb46f45d34061e31e6b4d098d8d581
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size 2536
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logs/text2image-fine-tune/1703288132.5352616/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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| 6 |
+
cache_dir: null
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caption_column: text
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| 8 |
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center_crop: true
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| 9 |
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checkpointing_steps: 200000
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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: iamkaikai/FluentUI
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| 14 |
+
enable_xformers_memory_efficient_attention: false
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| 15 |
+
gradient_accumulation_steps: 1
|
| 16 |
+
gradient_checkpointing: false
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| 17 |
+
hub_model_id: FluentUI-LORA
|
| 18 |
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hub_token: null
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| 19 |
+
image_column: image
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| 20 |
+
learning_rate: 1.0e-06
|
| 21 |
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local_rank: -1
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| 22 |
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logging_dir: logs
|
| 23 |
+
lr_scheduler: cosine
|
| 24 |
+
lr_warmup_steps: 500
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| 25 |
+
max_grad_norm: 1.0
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| 26 |
+
max_train_samples: null
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| 27 |
+
max_train_steps: 11040
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| 28 |
+
mixed_precision: null
|
| 29 |
+
noise_offset: 0
|
| 30 |
+
num_train_epochs: 40
|
| 31 |
+
num_validation_images: 4
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| 32 |
+
output_dir: FluentUI-LORA
|
| 33 |
+
prediction_type: null
|
| 34 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
+
push_to_hub: true
|
| 36 |
+
random_flip: true
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| 37 |
+
rank: 4
|
| 38 |
+
report_to: tensorboard
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| 39 |
+
resolution: 512
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| 40 |
+
resume_from_checkpoint: null
|
| 41 |
+
revision: null
|
| 42 |
+
scale_lr: false
|
| 43 |
+
seed: 1337
|
| 44 |
+
snr_gamma: null
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| 45 |
+
train_batch_size: 1
|
| 46 |
+
train_data_dir: null
|
| 47 |
+
use_8bit_adam: false
|
| 48 |
+
validation_epochs: 1
|
| 49 |
+
validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
|
| 50 |
+
\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
|
| 51 |
+
\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
|
| 52 |
+
\ by S\u014Dami, optical flareld and silver armour suit"
|
logs/text2image-fine-tune/1703292304.014778/events.out.tfevents.1703292304.DESKTOP-TNN0PMP.5828.1
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version https://git-lfs.github.com/spec/v1
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logs/text2image-fine-tune/1703292304.0167892/hparams.yml
ADDED
|
@@ -0,0 +1,52 @@
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adam_beta1: 0.9
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gradient_accumulation_steps: 1
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hub_model_id: FluentUI-LORA
|
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image_column: image
|
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|
| 21 |
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logging_dir: logs
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| 23 |
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lr_scheduler: cosine
|
| 24 |
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lr_warmup_steps: 500
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| 25 |
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| 29 |
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|
| 31 |
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|
| 32 |
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output_dir: FluentUI-LORA
|
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prediction_type: null
|
| 34 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
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push_to_hub: true
|
| 36 |
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random_flip: true
|
| 37 |
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rank: 4
|
| 38 |
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report_to: tensorboard
|
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resolution: 512
|
| 40 |
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seed: 1337
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| 44 |
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| 46 |
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train_data_dir: null
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| 47 |
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|
| 48 |
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validation_epochs: 50
|
| 49 |
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validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
|
| 50 |
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\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
|
| 51 |
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\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
|
| 52 |
+
\ by S\u014Dami, optical flareld and silver armour suit"
|
logs/text2image-fine-tune/1703292448.4120646/events.out.tfevents.1703292448.DESKTOP-TNN0PMP.9148.1
ADDED
|
@@ -0,0 +1,3 @@
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size 2536
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logs/text2image-fine-tune/1703292448.4152892/hparams.yml
ADDED
|
@@ -0,0 +1,52 @@
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|
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dataset_config_name: null
|
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dataset_name: iamkaikai/FluentUI
|
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gradient_accumulation_steps: 1
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|
| 18 |
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|
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|
| 21 |
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logging_dir: logs
|
| 23 |
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lr_scheduler: cosine
|
| 24 |
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lr_warmup_steps: 500
|
| 25 |
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max_grad_norm: 1.0
|
| 26 |
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max_train_samples: null
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|
| 28 |
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|
| 29 |
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noise_offset: 0
|
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num_train_epochs: 150
|
| 31 |
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num_validation_images: 4
|
| 32 |
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output_dir: FluentUI-LORA
|
| 33 |
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prediction_type: null
|
| 34 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
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push_to_hub: true
|
| 36 |
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random_flip: true
|
| 37 |
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rank: 4
|
| 38 |
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report_to: tensorboard
|
| 39 |
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resolution: 512
|
| 40 |
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| 46 |
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train_data_dir: null
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| 47 |
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| 48 |
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validation_epochs: 50
|
| 49 |
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validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
|
| 50 |
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\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
|
| 51 |
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\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
|
| 52 |
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\ by S\u014Dami, optical flareld and silver armour suit"
|
logs/text2image-fine-tune/1703292602.803119/events.out.tfevents.1703292602.DESKTOP-TNN0PMP.20380.1
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logs/text2image-fine-tune/1703292602.806119/hparams.yml
ADDED
|
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| 1 |
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adam_beta1: 0.9
|
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|
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adam_epsilon: 1.0e-08
|
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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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caption_column: text
|
| 8 |
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center_crop: true
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| 9 |
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checkpointing_steps: 24000
|
| 10 |
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checkpoints_total_limit: null
|
| 11 |
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dataset_config_name: null
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dataset_name: iamkaikai/FluentUI
|
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enable_xformers_memory_efficient_attention: false
|
| 15 |
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gradient_accumulation_steps: 1
|
| 16 |
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gradient_checkpointing: false
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hub_model_id: FluentUI-LORA
|
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image_column: image
|
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learning_rate: 0.0001
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local_rank: -1
|
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logging_dir: logs
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lr_scheduler: cosine
|
| 24 |
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lr_warmup_steps: 500
|
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max_grad_norm: 1.0
|
| 26 |
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max_train_samples: null
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| 27 |
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|
| 28 |
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mixed_precision: 'no'
|
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noise_offset: 0
|
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num_train_epochs: 150
|
| 31 |
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num_validation_images: 4
|
| 32 |
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output_dir: FluentUI-LORA
|
| 33 |
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prediction_type: null
|
| 34 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
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push_to_hub: true
|
| 36 |
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random_flip: true
|
| 37 |
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rank: 4
|
| 38 |
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report_to: tensorboard
|
| 39 |
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resolution: 512
|
| 40 |
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seed: 1337
|
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snr_gamma: null
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train_batch_size: 1
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| 46 |
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train_data_dir: null
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| 47 |
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use_8bit_adam: false
|
| 48 |
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validation_epochs: 50
|
| 49 |
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validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
|
| 50 |
+
\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
|
| 51 |
+
\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
|
| 52 |
+
\ by S\u014Dami, optical flareld and silver armour suit"
|
logs/text2image-fine-tune/1703292940.069608/events.out.tfevents.1703292940.DESKTOP-TNN0PMP.12616.1
ADDED
|
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size 2536
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logs/text2image-fine-tune/1703292940.071616/hparams.yml
ADDED
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@@ -0,0 +1,52 @@
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|
| 1 |
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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 |
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adam_weight_decay: 0.01
|
| 5 |
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allow_tf32: true
|
| 6 |
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cache_dir: null
|
| 7 |
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caption_column: text
|
| 8 |
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center_crop: true
|
| 9 |
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checkpointing_steps: 20000
|
| 10 |
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checkpoints_total_limit: null
|
| 11 |
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dataloader_num_workers: 0
|
| 12 |
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dataset_config_name: null
|
| 13 |
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dataset_name: iamkaikai/FluentUI
|
| 14 |
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enable_xformers_memory_efficient_attention: false
|
| 15 |
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gradient_accumulation_steps: 1
|
| 16 |
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gradient_checkpointing: false
|
| 17 |
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hub_model_id: FluentUI-LORA
|
| 18 |
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hub_token: null
|
| 19 |
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image_column: image
|
| 20 |
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learning_rate: 0.0001
|
| 21 |
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local_rank: -1
|
| 22 |
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logging_dir: logs
|
| 23 |
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lr_scheduler: cosine
|
| 24 |
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lr_warmup_steps: 500
|
| 25 |
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max_grad_norm: 1.0
|
| 26 |
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max_train_samples: null
|
| 27 |
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max_train_steps: 41400
|
| 28 |
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mixed_precision: null
|
| 29 |
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noise_offset: 0
|
| 30 |
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num_train_epochs: 150
|
| 31 |
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num_validation_images: 4
|
| 32 |
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output_dir: FluentUI-LORA
|
| 33 |
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prediction_type: null
|
| 34 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 35 |
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push_to_hub: true
|
| 36 |
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random_flip: true
|
| 37 |
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rank: 4
|
| 38 |
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report_to: tensorboard
|
| 39 |
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resolution: 512
|
| 40 |
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resume_from_checkpoint: null
|
| 41 |
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revision: null
|
| 42 |
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scale_lr: false
|
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seed: 1337
|
| 44 |
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snr_gamma: null
|
| 45 |
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train_batch_size: 1
|
| 46 |
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train_data_dir: null
|
| 47 |
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use_8bit_adam: false
|
| 48 |
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validation_epochs: 50
|
| 49 |
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validation_prompt: "a close up of a table with a glass top and a pink and blue table,\
|
| 50 |
+
\ 3d octane render, gumroad, ash thorp, without text, images on the sales website,\
|
| 51 |
+
\ prismatic colors, clear edges, promotional render, clear shapes, square pictureframes,\
|
| 52 |
+
\ by S\u014Dami, optical flareld and silver armour suit"
|
logs/text2image-fine-tune/1703293061.9288354/events.out.tfevents.1703293061.DESKTOP-TNN0PMP.2952.1
ADDED
|
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version https://git-lfs.github.com/spec/v1
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| 3 |
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size 2536
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logs/text2image-fine-tune/1703293061.9308448/hparams.yml
ADDED
|
@@ -0,0 +1,52 @@
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|
| 1 |
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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: true
|
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cache_dir: null
|
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