Hugging Face's logo

mahendra0203
/
lora-trained-xl-colab-5k-steps

Text-to-Image
Diffusers
TensorBoard
stable-diffusion-xl
stable-diffusion-xl-diffusers
lora
Model card Files Metrics Community
mahendra0203 commited on
Commit
6305fa2
·
1 Parent(s): 4cb5705

End of training

Browse files
Files changed (11) hide show
  1. README.md +23 -0
  2. logs/dreambooth-lora-sd-xl/1692503228.4844775/events.out.tfevents.1692503228.92e064be1a55.2048.1 +3 -0
  3. logs/dreambooth-lora-sd-xl/1692503228.4874334/hparams.yml +53 -0
  4. logs/dreambooth-lora-sd-xl/1692506118.3174002/events.out.tfevents.1692506118.92e064be1a55.14585.1 +3 -0
  5. logs/dreambooth-lora-sd-xl/1692506118.3221421/hparams.yml +53 -0
  6. logs/dreambooth-lora-sd-xl/1692508509.3700936/events.out.tfevents.1692508509.92e064be1a55.24524.1 +3 -0
  7. logs/dreambooth-lora-sd-xl/1692508509.371999/hparams.yml +53 -0
  8. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692503228.92e064be1a55.2048.0 +3 -0
  9. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692506118.92e064be1a55.14585.0 +3 -0
  10. logs/dreambooth-lora-sd-xl/events.out.tfevents.1692508509.92e064be1a55.24524.0 +3 -0
  11. pytorch_lora_weights.safetensors +3 -0
README.md ADDED
@@ -0,0 +1,23 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ license: openrail++
4
+ base_model: stabilityai/stable-diffusion-xl-base-1.0
5
+ instance_prompt: sks man
6
+ tags:
7
+ - stable-diffusion-xl
8
+ - stable-diffusion-xl-diffusers
9
+ - text-to-image
10
+ - diffusers
11
+ - lora
12
+ inference: true
13
+ ---
14
+
15
+ # LoRA DreamBooth - mahendra0203/lora-trained-xl-colab-5k-steps
16
+
17
+ These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were trained on sks man using [DreamBooth](https://dreambooth.github.io/). You can find some example images in the following.
18
+
19
+
20
+
21
+ LoRA for the text encoder was enabled: False.
22
+
23
+ Special VAE used for training: madebyollin/sdxl-vae-fp16-fix.
logs/dreambooth-lora-sd-xl/1692503228.4844775/events.out.tfevents.1692503228.92e064be1a55.2048.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4cb381997a908769465f19ecdfd56f2dd456094de0812a5f298de8f116462b3f
3
+ size 2725
logs/dreambooth-lora-sd-xl/1692503228.4874334/hparams.yml ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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: 717
8
+ checkpoints_total_limit: null
9
+ class_data_dir: null
10
+ class_prompt: null
11
+ crops_coords_top_left_h: 0
12
+ crops_coords_top_left_w: 0
13
+ dataloader_num_workers: 0
14
+ enable_xformers_memory_efficient_attention: true
15
+ gradient_accumulation_steps: 2
16
+ gradient_checkpointing: true
17
+ hub_model_id: null
18
+ hub_token: null
19
+ instance_data_dir: images
20
+ instance_prompt: a photo of sks man
21
+ learning_rate: 0.0001
22
+ local_rank: -1
23
+ logging_dir: logs
24
+ lr_num_cycles: 1
25
+ lr_power: 1.0
26
+ lr_scheduler: constant
27
+ lr_warmup_steps: 0
28
+ max_grad_norm: 1.0
29
+ max_train_steps: 2000
30
+ mixed_precision: fp16
31
+ num_class_images: 100
32
+ num_train_epochs: 154
33
+ num_validation_images: 4
34
+ output_dir: lora-trained-xl-colab-5k-steps
35
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
36
+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
37
+ prior_generation_precision: null
38
+ prior_loss_weight: 1.0
39
+ push_to_hub: true
40
+ rank: 4
41
+ report_to: tensorboard
42
+ resolution: 512
43
+ resume_from_checkpoint: null
44
+ revision: null
45
+ sample_batch_size: 4
46
+ scale_lr: false
47
+ seed: 0
48
+ train_batch_size: 2
49
+ train_text_encoder: false
50
+ use_8bit_adam: true
51
+ validation_epochs: 50
52
+ validation_prompt: null
53
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/1692506118.3174002/events.out.tfevents.1692506118.92e064be1a55.14585.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cbb0266c09b7379e1508c34e0a2682918628332161bea9f7510ac26c5e86c323
3
+ size 2714
logs/dreambooth-lora-sd-xl/1692506118.3221421/hparams.yml ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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_prompt: null
11
+ crops_coords_top_left_h: 0
12
+ crops_coords_top_left_w: 0
13
+ dataloader_num_workers: 0
14
+ enable_xformers_memory_efficient_attention: true
15
+ gradient_accumulation_steps: 2
16
+ gradient_checkpointing: true
17
+ hub_model_id: null
18
+ hub_token: null
19
+ instance_data_dir: images
20
+ instance_prompt: sks man
21
+ learning_rate: 0.0001
22
+ local_rank: -1
23
+ logging_dir: logs
24
+ lr_num_cycles: 1
25
+ lr_power: 1.0
26
+ lr_scheduler: constant
27
+ lr_warmup_steps: 0
28
+ max_grad_norm: 1.0
29
+ max_train_steps: 500
30
+ mixed_precision: fp16
31
+ num_class_images: 100
32
+ num_train_epochs: 39
33
+ num_validation_images: 4
34
+ output_dir: lora-trained-xl-colab-5k-steps
35
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
36
+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
37
+ prior_generation_precision: null
38
+ prior_loss_weight: 1.0
39
+ push_to_hub: true
40
+ rank: 4
41
+ report_to: tensorboard
42
+ resolution: 512
43
+ resume_from_checkpoint: null
44
+ revision: null
45
+ sample_batch_size: 4
46
+ scale_lr: false
47
+ seed: 0
48
+ train_batch_size: 2
49
+ train_text_encoder: false
50
+ use_8bit_adam: true
51
+ validation_epochs: 50
52
+ validation_prompt: null
53
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/1692508509.3700936/events.out.tfevents.1692508509.92e064be1a55.24524.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0abf935b718701c5e2893aa8218b346d61efa7686c8191c953eab4cb2bd985e3
3
+ size 2714
logs/dreambooth-lora-sd-xl/1692508509.371999/hparams.yml ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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: 700
8
+ checkpoints_total_limit: null
9
+ class_data_dir: null
10
+ class_prompt: null
11
+ crops_coords_top_left_h: 0
12
+ crops_coords_top_left_w: 0
13
+ dataloader_num_workers: 0
14
+ enable_xformers_memory_efficient_attention: true
15
+ gradient_accumulation_steps: 2
16
+ gradient_checkpointing: true
17
+ hub_model_id: null
18
+ hub_token: null
19
+ instance_data_dir: images
20
+ instance_prompt: sks man
21
+ learning_rate: 0.0001
22
+ local_rank: -1
23
+ logging_dir: logs
24
+ lr_num_cycles: 1
25
+ lr_power: 1.0
26
+ lr_scheduler: constant
27
+ lr_warmup_steps: 0
28
+ max_grad_norm: 1.0
29
+ max_train_steps: 500
30
+ mixed_precision: fp16
31
+ num_class_images: 100
32
+ num_train_epochs: 39
33
+ num_validation_images: 4
34
+ output_dir: lora-trained-xl-colab-5k-steps
35
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
36
+ pretrained_vae_model_name_or_path: madebyollin/sdxl-vae-fp16-fix
37
+ prior_generation_precision: null
38
+ prior_loss_weight: 1.0
39
+ push_to_hub: true
40
+ rank: 4
41
+ report_to: tensorboard
42
+ resolution: 512
43
+ resume_from_checkpoint: null
44
+ revision: null
45
+ sample_batch_size: 4
46
+ scale_lr: false
47
+ seed: 0
48
+ train_batch_size: 2
49
+ train_text_encoder: false
50
+ use_8bit_adam: true
51
+ validation_epochs: 50
52
+ validation_prompt: null
53
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/events.out.tfevents.1692503228.92e064be1a55.2048.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a6ebc11afca036e1bda7020b2cbe0e20c114db7fef300cd89ed081730b3ad35b
3
+ size 115344
logs/dreambooth-lora-sd-xl/events.out.tfevents.1692506118.92e064be1a55.14585.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:90ee73d61c283f49eb6661df74a8e147f2d46afae206dc8b0a96d696b96a1a64
3
+ size 80316
logs/dreambooth-lora-sd-xl/events.out.tfevents.1692508509.92e064be1a55.24524.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aafa4276f427c3a0d7effc8a2b2741c394f973bad3e89cc64c50be3b9a728e77
3
+ size 80400
pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5434b3315f4456354a740d3895289ed53833fcbe67a452427f695e8bb98cdc4c
3
+ size 23401064