End of training
Browse files- README.md +43 -0
- logs/dreambooth-lora/1712614597.5406637/events.out.tfevents.1712614597.DESKTOP-9SRAGEU.25452.1 +3 -0
- logs/dreambooth-lora/1712614597.553664/hparams.yml +56 -0
- logs/dreambooth-lora/1712615788.079119/events.out.tfevents.1712615788.DESKTOP-9SRAGEU.21980.1 +3 -0
- logs/dreambooth-lora/1712615788.0881188/hparams.yml +56 -0
- logs/dreambooth-lora/1712615831.1311533/events.out.tfevents.1712615831.DESKTOP-9SRAGEU.32224.1 +3 -0
- logs/dreambooth-lora/1712615831.1401536/hparams.yml +56 -0
- logs/dreambooth-lora/1712615916.667722/events.out.tfevents.1712615916.DESKTOP-9SRAGEU.14840.1 +3 -0
- logs/dreambooth-lora/1712615916.6772225/hparams.yml +56 -0
- logs/dreambooth-lora/events.out.tfevents.1712614597.DESKTOP-9SRAGEU.25452.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1712615788.DESKTOP-9SRAGEU.21980.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1712615831.DESKTOP-9SRAGEU.32224.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1712615916.DESKTOP-9SRAGEU.14840.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
ADDED
|
@@ -0,0 +1,43 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: creativeml-openrail-m
|
| 3 |
+
library_name: diffusers
|
| 4 |
+
tags:
|
| 5 |
+
- text-to-image
|
| 6 |
+
- diffusers
|
| 7 |
+
- lora
|
| 8 |
+
- diffusers-training
|
| 9 |
+
- stable-diffusion
|
| 10 |
+
- stable-diffusion-diffusers
|
| 11 |
+
base_model: runwayml/stable-diffusion-v1-5
|
| 12 |
+
inference: true
|
| 13 |
+
instance_prompt: a photo of girlface
|
| 14 |
+
---
|
| 15 |
+
|
| 16 |
+
<!-- This model card has been generated automatically according to the information the training script had access to. You
|
| 17 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 18 |
+
|
| 19 |
+
|
| 20 |
+
# LoRA DreamBooth - fchen12/test4
|
| 21 |
+
|
| 22 |
+
These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were trained on a photo of girlface using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
|
| 23 |
+
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
LoRA for the text encoder was enabled: False.
|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
## Intended uses & limitations
|
| 30 |
+
|
| 31 |
+
#### How to use
|
| 32 |
+
|
| 33 |
+
```python
|
| 34 |
+
# TODO: add an example code snippet for running this diffusion pipeline
|
| 35 |
+
```
|
| 36 |
+
|
| 37 |
+
#### Limitations and bias
|
| 38 |
+
|
| 39 |
+
[TODO: provide examples of latent issues and potential remediations]
|
| 40 |
+
|
| 41 |
+
## Training details
|
| 42 |
+
|
| 43 |
+
[TODO: describe the data used to train the model]
|
logs/dreambooth-lora/1712614597.5406637/events.out.tfevents.1712614597.DESKTOP-9SRAGEU.25452.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:447062e46a0d9f692c36c1dae27271e07a7a4a27509cb9ae74df732dfc3f8dbb
|
| 3 |
+
size 2541
|
logs/dreambooth-lora/1712614597.553664/hparams.yml
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
|
| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
+
hub_token: null
|
| 18 |
+
instance_data_dir: train_preprocessed
|
| 19 |
+
instance_prompt: a photo of girlface
|
| 20 |
+
learning_rate: 5.0e-06
|
| 21 |
+
local_rank: -1
|
| 22 |
+
logging_dir: logs
|
| 23 |
+
lr_num_cycles: 1
|
| 24 |
+
lr_power: 1.0
|
| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 14
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: test4
|
| 34 |
+
pre_compute_text_embeddings: false
|
| 35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 36 |
+
prior_generation_precision: null
|
| 37 |
+
prior_loss_weight: 1.0
|
| 38 |
+
push_to_hub: true
|
| 39 |
+
rank: 4
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
+
revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
+
scale_lr: false
|
| 46 |
+
seed: null
|
| 47 |
+
text_encoder_use_attention_mask: false
|
| 48 |
+
tokenizer_max_length: null
|
| 49 |
+
tokenizer_name: null
|
| 50 |
+
train_batch_size: 1
|
| 51 |
+
train_text_encoder: false
|
| 52 |
+
use_8bit_adam: false
|
| 53 |
+
validation_epochs: 50
|
| 54 |
+
validation_prompt: null
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/1712615788.079119/events.out.tfevents.1712615788.DESKTOP-9SRAGEU.21980.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ba834797fcc60a9d17ad772dfbf684dca206f92b81a8ca3aa5aa8df0b36cb767
|
| 3 |
+
size 2541
|
logs/dreambooth-lora/1712615788.0881188/hparams.yml
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
|
| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
+
hub_token: null
|
| 18 |
+
instance_data_dir: train_preprocessed
|
| 19 |
+
instance_prompt: a photo of girlface
|
| 20 |
+
learning_rate: 5.0e-06
|
| 21 |
+
local_rank: -1
|
| 22 |
+
logging_dir: logs
|
| 23 |
+
lr_num_cycles: 1
|
| 24 |
+
lr_power: 1.0
|
| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 14
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: test4
|
| 34 |
+
pre_compute_text_embeddings: false
|
| 35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 36 |
+
prior_generation_precision: null
|
| 37 |
+
prior_loss_weight: 1.0
|
| 38 |
+
push_to_hub: true
|
| 39 |
+
rank: 4
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
+
revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
+
scale_lr: false
|
| 46 |
+
seed: null
|
| 47 |
+
text_encoder_use_attention_mask: false
|
| 48 |
+
tokenizer_max_length: null
|
| 49 |
+
tokenizer_name: null
|
| 50 |
+
train_batch_size: 1
|
| 51 |
+
train_text_encoder: false
|
| 52 |
+
use_8bit_adam: false
|
| 53 |
+
validation_epochs: 50
|
| 54 |
+
validation_prompt: null
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/1712615831.1311533/events.out.tfevents.1712615831.DESKTOP-9SRAGEU.32224.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b4628d57e546b6dc1b9157c8109b0eb3c45a2f6edd990a85d2e9b93490bdd04f
|
| 3 |
+
size 2541
|
logs/dreambooth-lora/1712615831.1401536/hparams.yml
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
|
| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
+
hub_token: null
|
| 18 |
+
instance_data_dir: train_preprocessed
|
| 19 |
+
instance_prompt: a photo of girlface
|
| 20 |
+
learning_rate: 5.0e-06
|
| 21 |
+
local_rank: -1
|
| 22 |
+
logging_dir: logs
|
| 23 |
+
lr_num_cycles: 1
|
| 24 |
+
lr_power: 1.0
|
| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 14
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: test4
|
| 34 |
+
pre_compute_text_embeddings: false
|
| 35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 36 |
+
prior_generation_precision: null
|
| 37 |
+
prior_loss_weight: 1.0
|
| 38 |
+
push_to_hub: true
|
| 39 |
+
rank: 4
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
+
revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
+
scale_lr: false
|
| 46 |
+
seed: null
|
| 47 |
+
text_encoder_use_attention_mask: false
|
| 48 |
+
tokenizer_max_length: null
|
| 49 |
+
tokenizer_name: null
|
| 50 |
+
train_batch_size: 1
|
| 51 |
+
train_text_encoder: false
|
| 52 |
+
use_8bit_adam: false
|
| 53 |
+
validation_epochs: 50
|
| 54 |
+
validation_prompt: null
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/1712615916.667722/events.out.tfevents.1712615916.DESKTOP-9SRAGEU.14840.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a5185bf19ee7739c76ce92816b2bf8de6a2dc9c64ad65161a1446e6b9853cbca
|
| 3 |
+
size 2541
|
logs/dreambooth-lora/1712615916.6772225/hparams.yml
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
center_crop: false
|
| 7 |
+
checkpointing_steps: 500
|
| 8 |
+
checkpoints_total_limit: null
|
| 9 |
+
class_data_dir: null
|
| 10 |
+
class_labels_conditioning: null
|
| 11 |
+
class_prompt: null
|
| 12 |
+
dataloader_num_workers: 0
|
| 13 |
+
enable_xformers_memory_efficient_attention: false
|
| 14 |
+
gradient_accumulation_steps: 1
|
| 15 |
+
gradient_checkpointing: false
|
| 16 |
+
hub_model_id: null
|
| 17 |
+
hub_token: null
|
| 18 |
+
instance_data_dir: train_preprocessed
|
| 19 |
+
instance_prompt: a photo of girlface
|
| 20 |
+
learning_rate: 5.0e-06
|
| 21 |
+
local_rank: -1
|
| 22 |
+
logging_dir: logs
|
| 23 |
+
lr_num_cycles: 1
|
| 24 |
+
lr_power: 1.0
|
| 25 |
+
lr_scheduler: constant
|
| 26 |
+
lr_warmup_steps: 0
|
| 27 |
+
max_grad_norm: 1.0
|
| 28 |
+
max_train_steps: 400
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 14
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: test4
|
| 34 |
+
pre_compute_text_embeddings: false
|
| 35 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
| 36 |
+
prior_generation_precision: null
|
| 37 |
+
prior_loss_weight: 1.0
|
| 38 |
+
push_to_hub: true
|
| 39 |
+
rank: 4
|
| 40 |
+
report_to: tensorboard
|
| 41 |
+
resolution: 512
|
| 42 |
+
resume_from_checkpoint: null
|
| 43 |
+
revision: null
|
| 44 |
+
sample_batch_size: 4
|
| 45 |
+
scale_lr: false
|
| 46 |
+
seed: null
|
| 47 |
+
text_encoder_use_attention_mask: false
|
| 48 |
+
tokenizer_max_length: null
|
| 49 |
+
tokenizer_name: null
|
| 50 |
+
train_batch_size: 1
|
| 51 |
+
train_text_encoder: false
|
| 52 |
+
use_8bit_adam: false
|
| 53 |
+
validation_epochs: 50
|
| 54 |
+
validation_prompt: null
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/events.out.tfevents.1712614597.DESKTOP-9SRAGEU.25452.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cfb0a4d924f548e9a1c4282c3a9fd6cb3737ed51bb133811c51332af3f0b3ba9
|
| 3 |
+
size 29906
|
logs/dreambooth-lora/events.out.tfevents.1712615788.DESKTOP-9SRAGEU.21980.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9ad32380e58e9e4dece97aed05b21c3f12490e0ab6520a60686c88a9769ebe53
|
| 3 |
+
size 88
|
logs/dreambooth-lora/events.out.tfevents.1712615831.DESKTOP-9SRAGEU.32224.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8ad59687cf0d3725dfd0059d0f8a4a037a5def188ff5f4f7c09cedd08c400ca
|
| 3 |
+
size 88
|
logs/dreambooth-lora/events.out.tfevents.1712615916.DESKTOP-9SRAGEU.14840.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a60958eabc07d450ab89631994b1c5620987c221453d335ee02a5c0637f6747f
|
| 3 |
+
size 33434
|
pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2b98b97f8c230af164b236bc07974a21e8051b67c0e95a08c37f811df40122b9
|
| 3 |
+
size 3226184
|