End of training
Browse files- README.md +47 -0
- checkpoint-100/optimizer.bin +3 -0
- checkpoint-100/pytorch_lora_weights.safetensors +3 -0
- checkpoint-100/random_states_0.pkl +3 -0
- checkpoint-100/scheduler.bin +3 -0
- checkpoint-200/optimizer.bin +3 -0
- checkpoint-200/pytorch_lora_weights.safetensors +3 -0
- checkpoint-200/random_states_0.pkl +3 -0
- checkpoint-200/scheduler.bin +3 -0
- checkpoint-300/optimizer.bin +3 -0
- checkpoint-300/pytorch_lora_weights.safetensors +3 -0
- checkpoint-300/random_states_0.pkl +3 -0
- checkpoint-300/scheduler.bin +3 -0
- checkpoint-400/optimizer.bin +3 -0
- checkpoint-400/pytorch_lora_weights.safetensors +3 -0
- checkpoint-400/random_states_0.pkl +3 -0
- checkpoint-400/scheduler.bin +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scheduler.bin +3 -0
- image_0.png +0 -0
- image_1.png +0 -0
- image_2.png +0 -0
- image_3.png +0 -0
- logs/dreambooth-lora/1712345192.9274268/events.out.tfevents.1712345192.722a9c90e48e.4764.1 +3 -0
- logs/dreambooth-lora/1712345192.9381952/hparams.yml +56 -0
- logs/dreambooth-lora/1712345283.4938297/events.out.tfevents.1712345283.722a9c90e48e.5241.1 +3 -0
- logs/dreambooth-lora/1712345283.5040405/hparams.yml +56 -0
- logs/dreambooth-lora/events.out.tfevents.1712345192.722a9c90e48e.4764.0 +3 -0
- logs/dreambooth-lora/events.out.tfevents.1712345283.722a9c90e48e.5241.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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 |
+
inference: true
|
| 12 |
+
base_model: runwayml/stable-diffusion-v1-5
|
| 13 |
+
instance_prompt: a photo of sks dog
|
| 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 - Sabse/output
|
| 21 |
+
|
| 22 |
+
These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were trained on a photo of sks dog using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
|
| 23 |
+
|
| 24 |
+

|
| 25 |
+

|
| 26 |
+

|
| 27 |
+

|
| 28 |
+
|
| 29 |
+
|
| 30 |
+
LoRA for the text encoder was enabled: False.
|
| 31 |
+
|
| 32 |
+
|
| 33 |
+
## Intended uses & limitations
|
| 34 |
+
|
| 35 |
+
#### How to use
|
| 36 |
+
|
| 37 |
+
```python
|
| 38 |
+
# TODO: add an example code snippet for running this diffusion pipeline
|
| 39 |
+
```
|
| 40 |
+
|
| 41 |
+
#### Limitations and bias
|
| 42 |
+
|
| 43 |
+
[TODO: provide examples of latent issues and potential remediations]
|
| 44 |
+
|
| 45 |
+
## Training details
|
| 46 |
+
|
| 47 |
+
[TODO: describe the data used to train the model]
|
checkpoint-100/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ee2b94f97bcbd9277af99f8f7e4b8aaa05dccef260de15887a68ba54cc1716a4
|
| 3 |
+
size 6592122
|
checkpoint-100/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5ead636d2412b22984929e8dc2a91385959eb85638580bab63e0e84d44b5a29
|
| 3 |
+
size 3226184
|
checkpoint-100/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5eae876c58ae03024b58ce7bdce8ea09da227a7fc8f7f8bf080570ed1ecf66d3
|
| 3 |
+
size 14280
|
checkpoint-100/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:775169a85d4b90dd73a828433c824604dc39dbd36cf213d90c3e0c82687b3460
|
| 3 |
+
size 1000
|
checkpoint-200/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8cb145521d900b5dd456f5d36d1f4e4e637cc78072359a8cefb227a7bf60ff51
|
| 3 |
+
size 6592122
|
checkpoint-200/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e218e05e5606811206f72ad1701681e9fb2e0c01e3ecd43748cb78f27aa51583
|
| 3 |
+
size 3226184
|
checkpoint-200/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:05edb1035dd104c942b7473e10143e7ca9230f9def432ff7bcac2873a436c599
|
| 3 |
+
size 14280
|
checkpoint-200/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9e440cace6589de6c72ad2cf84b033c31b67b56f5f593fdfc467c84dd99ca645
|
| 3 |
+
size 1000
|
checkpoint-300/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b6ea0d48d032eee706911bb92c27d7b96a3cee29439f1825b6dfd6d378d10a30
|
| 3 |
+
size 6592122
|
checkpoint-300/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5aec0e7ac85d3b0616f3f6e9a7455ccb7b70cb93fd21e2f3d6f47617ef92a111
|
| 3 |
+
size 3226184
|
checkpoint-300/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fc0baa031699a044d1cc24127679ebd49747b1e5b6b8b21878d3043c2993c9e
|
| 3 |
+
size 14280
|
checkpoint-300/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:78866eeca7df97c7ddfcd69f7a9a96ec8f478309052c05ea1972f881237cb751
|
| 3 |
+
size 1000
|
checkpoint-400/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:54483d3d34c96cfebdf2c155049ffee8446e20cb72eddd4354e4e8d25c343017
|
| 3 |
+
size 6592122
|
checkpoint-400/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0b07281a145ad5de5c20da19c463ecb9dbd99ae7f1a8f12ae5fa8490f39987e7
|
| 3 |
+
size 3226184
|
checkpoint-400/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:db0b325c755a02439ff51a47d04f9751092e00a4057811b1b560fda4afc12746
|
| 3 |
+
size 14280
|
checkpoint-400/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a30fb50df034f3b2fe35529f75f39a19995d00a1e34b1527e20eb794752d2f77
|
| 3 |
+
size 1000
|
checkpoint-500/optimizer.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b26b07f5809c3b7406e9ef9dec61069d17e329b34326a6adbc01d5e2dd1d28b3
|
| 3 |
+
size 6592122
|
checkpoint-500/pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58fc367da9900ec2203919bfdb3ced0b27e407a2b235446cff1d3925104fa42e
|
| 3 |
+
size 3226184
|
checkpoint-500/random_states_0.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c56e0495bf1e01e82721db65cbb009461062b03c74f077971fac136ab4323cdd
|
| 3 |
+
size 14280
|
checkpoint-500/scheduler.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6cf34ac8dd2addc454aeb1ee4eaba3267c2841857e117be40ac2ed02cf581c9c
|
| 3 |
+
size 1000
|
image_0.png
ADDED
|
image_1.png
ADDED
|
image_2.png
ADDED
|
image_3.png
ADDED
|
logs/dreambooth-lora/1712345192.9274268/events.out.tfevents.1712345192.722a9c90e48e.4764.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:947a389a9c9737eb7d907c1a55c802839c1219ac2ed49639c5bdd61d1e0fee24
|
| 3 |
+
size 2709
|
logs/dreambooth-lora/1712345192.9381952/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: 100
|
| 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: /content/drive/MyDrive/Loras/flower/dataset
|
| 19 |
+
instance_prompt: a photo of sks dog
|
| 20 |
+
learning_rate: 0.0001
|
| 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: 500
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 25
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: /content/drive/MyDrive/Loras/flower/output
|
| 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: 0
|
| 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: A photo of sks dog in a bucket
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/1712345283.4938297/events.out.tfevents.1712345283.722a9c90e48e.5241.1
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:36172f4d544aa20d29703e67349dce50f1952085a57822d2a5602c2e25845288
|
| 3 |
+
size 2709
|
logs/dreambooth-lora/1712345283.5040405/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: 100
|
| 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: /content/drive/MyDrive/Loras/flower/dataset
|
| 19 |
+
instance_prompt: a photo of sks dog
|
| 20 |
+
learning_rate: 0.0001
|
| 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: 500
|
| 29 |
+
mixed_precision: null
|
| 30 |
+
num_class_images: 100
|
| 31 |
+
num_train_epochs: 50
|
| 32 |
+
num_validation_images: 4
|
| 33 |
+
output_dir: /content/drive/MyDrive/Loras/flower/output
|
| 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: 0
|
| 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: A photo of sks dog in a bucket
|
| 55 |
+
variant: null
|
| 56 |
+
with_prior_preservation: false
|
logs/dreambooth-lora/events.out.tfevents.1712345192.722a9c90e48e.4764.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a2a33220eb9eddd3f51a1c51c3d8c45b84684f689e102be335988149655489aa
|
| 3 |
+
size 88
|
logs/dreambooth-lora/events.out.tfevents.1712345283.722a9c90e48e.5241.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:095c693f92d0ea44345730b7de34e77a3b20c22bbb3a3dc723abbd30cf96a2ba
|
| 3 |
+
size 3821466
|
pytorch_lora_weights.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:58fc367da9900ec2203919bfdb3ced0b27e407a2b235446cff1d3925104fa42e
|
| 3 |
+
size 3226184
|