Chengbin124 commited on
Commit
6f4f4fc
·
verified ·
1 Parent(s): d212903

End of training

Browse files
Files changed (36) hide show
  1. README.md +61 -0
  2. checkpoint-1000/optimizer.bin +3 -0
  3. checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
  4. checkpoint-1000/random_states_0.pkl +3 -0
  5. checkpoint-1000/scaler.pt +3 -0
  6. checkpoint-1000/scheduler.bin +3 -0
  7. checkpoint-2000/optimizer.bin +3 -0
  8. checkpoint-2000/pytorch_lora_weights.safetensors +3 -0
  9. checkpoint-2000/random_states_0.pkl +3 -0
  10. checkpoint-2000/scaler.pt +3 -0
  11. checkpoint-2000/scheduler.bin +3 -0
  12. checkpoint-3000/optimizer.bin +3 -0
  13. checkpoint-3000/pytorch_lora_weights.safetensors +3 -0
  14. checkpoint-3000/random_states_0.pkl +3 -0
  15. checkpoint-3000/scaler.pt +3 -0
  16. checkpoint-3000/scheduler.bin +3 -0
  17. checkpoint-4000/optimizer.bin +3 -0
  18. checkpoint-4000/pytorch_lora_weights.safetensors +3 -0
  19. checkpoint-4000/random_states_0.pkl +3 -0
  20. checkpoint-4000/scaler.pt +3 -0
  21. checkpoint-4000/scheduler.bin +3 -0
  22. checkpoint-5000/optimizer.bin +3 -0
  23. checkpoint-5000/pytorch_lora_weights.safetensors +3 -0
  24. checkpoint-5000/random_states_0.pkl +3 -0
  25. checkpoint-5000/scaler.pt +3 -0
  26. checkpoint-5000/scheduler.bin +3 -0
  27. logs/dreambooth-lora-sd-xl/1713046672.319523/events.out.tfevents.1713046672.lambda-hyperplane.1222849.1 +3 -0
  28. logs/dreambooth-lora-sd-xl/1713046672.3211339/hparams.yml +67 -0
  29. logs/dreambooth-lora-sd-xl/1713046893.3454041/events.out.tfevents.1713046893.lambda-hyperplane.1223339.1 +3 -0
  30. logs/dreambooth-lora-sd-xl/1713046893.3471906/hparams.yml +67 -0
  31. logs/dreambooth-lora-sd-xl/1714324585.3299475/events.out.tfevents.1714324585.lambda-hyperplane.55441.1 +3 -0
  32. logs/dreambooth-lora-sd-xl/1714324585.3318415/hparams.yml +67 -0
  33. logs/dreambooth-lora-sd-xl/events.out.tfevents.1713046672.lambda-hyperplane.1222849.0 +3 -0
  34. logs/dreambooth-lora-sd-xl/events.out.tfevents.1713046893.lambda-hyperplane.1223339.0 +3 -0
  35. logs/dreambooth-lora-sd-xl/events.out.tfevents.1714324585.lambda-hyperplane.55441.0 +3 -0
  36. pytorch_lora_weights.safetensors +3 -0
README.md ADDED
@@ -0,0 +1,61 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: openrail++
3
+ library_name: diffusers
4
+ tags:
5
+ - text-to-image
6
+ - stable-diffusion-xl
7
+ - stable-diffusion-xl-diffusers
8
+ - text-to-image
9
+ - diffusers
10
+ - lora
11
+ - template:sd-lora
12
+ base_model: stabilityai/stable-diffusion-xl-base-1.0
13
+ instance_prompt: a photo of sks dog
14
+ widget: []
15
+ ---
16
+
17
+ <!-- This model card has been generated automatically according to the information the training script had access to. You
18
+ should probably proofread and complete it, then remove this comment. -->
19
+
20
+
21
+ # SDXL LoRA DreamBooth - Chengbin124/atr_finetuned_model
22
+
23
+ <Gallery />
24
+
25
+ ## Model description
26
+
27
+ These are Chengbin124/atr_finetuned_model LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0.
28
+
29
+ The weights were trained using [DreamBooth](https://dreambooth.github.io/).
30
+
31
+ LoRA for the text encoder was enabled: False.
32
+
33
+ Special VAE used for training: None.
34
+
35
+ ## Trigger words
36
+
37
+ You should use a photo of sks dog to trigger the image generation.
38
+
39
+ ## Download model
40
+
41
+ Weights for this model are available in Safetensors format.
42
+
43
+ [Download](Chengbin124/atr_finetuned_model/tree/main) them in the Files & versions tab.
44
+
45
+
46
+
47
+ ## Intended uses & limitations
48
+
49
+ #### How to use
50
+
51
+ ```python
52
+ # TODO: add an example code snippet for running this diffusion pipeline
53
+ ```
54
+
55
+ #### Limitations and bias
56
+
57
+ [TODO: provide examples of latent issues and potential remediations]
58
+
59
+ ## Training details
60
+
61
+ [TODO: describe the data used to train the model]
checkpoint-1000/optimizer.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:64ff7636036ecd03d24ab649b6c0b6e0046dddb3d1141e3492aff950876d6ada
3
+ size 47392445
checkpoint-1000/pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:004525d2e5ed4823a91d9fc1a314982794e7d9220da6c9fdcd97ea62cf9aa41d
3
+ size 23390424
checkpoint-1000/random_states_0.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b187272a45c37fab1b9be62ab05038fdc984b635bb527175b614719c6001fa26
3
+ size 17747
checkpoint-1000/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:68cff80b680ddf6e7abbef98b5f336b97f9b5963e2209307f639383870e8cc71
3
+ size 557
checkpoint-1000/scheduler.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:118156b61056964d2ea810e2c8e83f584fdff351017e1c3fde21263797e5e77a
3
+ size 563
checkpoint-2000/optimizer.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c41e19d0630b31f0f7d0645ce693e6e23907f1c494b92ce40f76be374ba4f935
3
+ size 47392445
checkpoint-2000/pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9b2a8be6cab2ebe493847079a18ca5b2e91e500972a48f855665a4476e5e4e16
3
+ size 23390424
checkpoint-2000/random_states_0.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9ea7d80d1b61f32251d43bbaf9472c7da5cc9db516143747d9ce0574bef6066b
3
+ size 17747
checkpoint-2000/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:dd2de9749828adacdf103bf6e9592702bb7067a2c1df27dd62ab38c1eb8c070f
3
+ size 557
checkpoint-2000/scheduler.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6afeb3b0b41c5a451ea879e32dbb48a3e4e665fe8057b38a556504e29915a4a3
3
+ size 563
checkpoint-3000/optimizer.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4d8f0e7b3ed6f889ca4b0149d63e1de17ee57d931c9eb44630c16ae2e7aad7e0
3
+ size 47392445
checkpoint-3000/pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a0cbea91b6a58d4a7a1b718b756102497236ec5bfe8fbf261a647e1635fc2e06
3
+ size 23390424
checkpoint-3000/random_states_0.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d177e0b2c82864b745894325a8903d4b1e45f8e5a3bf3dee5d4d254e8fc645dd
3
+ size 17747
checkpoint-3000/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb1f9398b77268202e8e1465734a63d123b1ef11c27f20f2473677e9883a6869
3
+ size 557
checkpoint-3000/scheduler.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d9a3326c97585c4570cd6048c119c844c30be75c11b488359c668f1d87b61d6e
3
+ size 563
checkpoint-4000/optimizer.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:099766f15b9562ea96d07893ec021908563b7df2ebf276c514dd625c73935871
3
+ size 47392445
checkpoint-4000/pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f8289404ab3e5f70bd89474f5900bfb1b5914b77e0f42d748f7b032e46d0a762
3
+ size 23390424
checkpoint-4000/random_states_0.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a80ef975cb8fc69c350de3dd61ed503a441b4c6750e964c1c9eb191050ccb107
3
+ size 17747
checkpoint-4000/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:09a61ecdaa4a69ba865e0b9e19169660549c34c60a83537ab5ece413678520ab
3
+ size 557
checkpoint-4000/scheduler.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7099ef72578e56f79a6bf1e38c259b08db1b01a5f286a36785ce92a3c188e04a
3
+ size 563
checkpoint-5000/optimizer.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:baf221c036744ded9b5da8c2cb34d2f00857b8e93cf6030a7fafe866081892eb
3
+ size 47392445
checkpoint-5000/pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ae359434e17f3eac9495a93967b2478706f8dbc40bef93f05349e62e7474d483
3
+ size 23390424
checkpoint-5000/random_states_0.pkl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a9f0ec241081762f4ef4ae85b48676f9e906e9296a167cc4adcafd869a6cef7
3
+ size 17747
checkpoint-5000/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a41313b6733b65c1acca917a7c2ced06503c11b898e6cd5de1e6a9f13bfb54ef
3
+ size 557
checkpoint-5000/scheduler.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:240578dc19fc27ef2ac9d5b4920e97b1d1064e3249bbe58ae29d322c5115b9e0
3
+ size 563
logs/dreambooth-lora-sd-xl/1713046672.319523/events.out.tfevents.1713046672.lambda-hyperplane.1222849.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0b46d3e45785a5dd426696ef5806b547332d3b2e4f0ac37c572d27b52636fb4d
3
+ size 2985
logs/dreambooth-lora-sd-xl/1713046672.3211339/hparams.yml ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ adam_beta1: 0.9
2
+ adam_beta2: 0.999
3
+ adam_epsilon: 1.0e-08
4
+ adam_weight_decay: 0.0001
5
+ adam_weight_decay_text_encoder: 0.001
6
+ allow_tf32: false
7
+ cache_dir: null
8
+ caption_column: caption
9
+ center_crop: false
10
+ checkpointing_steps: 1000
11
+ checkpoints_total_limit: null
12
+ class_data_dir: null
13
+ class_prompt: null
14
+ dataloader_num_workers: 0
15
+ dataset_config_name: null
16
+ dataset_name: /home/chengbin_zhu/GenAi/GenModel/models/stability_ai/finetuning/images
17
+ enable_xformers_memory_efficient_attention: false
18
+ gradient_accumulation_steps: 3
19
+ gradient_checkpointing: false
20
+ hub_model_id: null
21
+ hub_token: null
22
+ image_column: image
23
+ instance_data_dir: null
24
+ instance_prompt: a photo of sks dog
25
+ learning_rate: 5.0e-06
26
+ local_rank: -1
27
+ logging_dir: logs
28
+ lr_num_cycles: 1
29
+ lr_power: 1.0
30
+ lr_scheduler: constant
31
+ lr_warmup_steps: 0
32
+ max_grad_norm: 1.0
33
+ max_train_steps: 5000
34
+ mixed_precision: null
35
+ num_class_images: 100
36
+ num_train_epochs: 5000
37
+ num_validation_images: 4
38
+ optimizer: AdamW
39
+ output_dir: atr_finetuned_model
40
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
41
+ pretrained_vae_model_name_or_path: null
42
+ prior_generation_precision: null
43
+ prior_loss_weight: 1.0
44
+ prodigy_beta3: null
45
+ prodigy_decouple: true
46
+ prodigy_safeguard_warmup: true
47
+ prodigy_use_bias_correction: true
48
+ push_to_hub: false
49
+ random_flip: false
50
+ rank: 4
51
+ repeats: 1
52
+ report_to: tensorboard
53
+ resolution: 1024
54
+ resume_from_checkpoint: null
55
+ revision: null
56
+ sample_batch_size: 4
57
+ scale_lr: false
58
+ seed: null
59
+ snr_gamma: null
60
+ text_encoder_lr: 5.0e-06
61
+ train_batch_size: 10
62
+ train_text_encoder: false
63
+ use_8bit_adam: false
64
+ validation_epochs: 50
65
+ validation_prompt: null
66
+ variant: null
67
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/1713046893.3454041/events.out.tfevents.1713046893.lambda-hyperplane.1223339.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c786627aad9cbcf1bca78fd91cdde3f1238bb5a72ed9ba1e70180269a55aead8
3
+ size 3033
logs/dreambooth-lora-sd-xl/1713046893.3471906/hparams.yml ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ adam_beta1: 0.9
2
+ adam_beta2: 0.999
3
+ adam_epsilon: 1.0e-08
4
+ adam_weight_decay: 0.0001
5
+ adam_weight_decay_text_encoder: 0.001
6
+ allow_tf32: false
7
+ cache_dir: null
8
+ caption_column: caption
9
+ center_crop: false
10
+ checkpointing_steps: 1000
11
+ checkpoints_total_limit: null
12
+ class_data_dir: null
13
+ class_prompt: null
14
+ dataloader_num_workers: 0
15
+ dataset_config_name: null
16
+ dataset_name: /home/chengbin_zhu/GenAi/GenModel/models/stability_ai/finetuning/images
17
+ enable_xformers_memory_efficient_attention: false
18
+ gradient_accumulation_steps: 3
19
+ gradient_checkpointing: false
20
+ hub_model_id: null
21
+ hub_token: null
22
+ image_column: image
23
+ instance_data_dir: null
24
+ instance_prompt: a photo of sks dog
25
+ learning_rate: 5.0e-06
26
+ local_rank: -1
27
+ logging_dir: logs
28
+ lr_num_cycles: 1
29
+ lr_power: 1.0
30
+ lr_scheduler: constant
31
+ lr_warmup_steps: 0
32
+ max_grad_norm: 1.0
33
+ max_train_steps: 5000
34
+ mixed_precision: fp16
35
+ num_class_images: 100
36
+ num_train_epochs: 1667
37
+ num_validation_images: 4
38
+ optimizer: AdamW
39
+ output_dir: atr_finetuned_model
40
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
41
+ pretrained_vae_model_name_or_path: null
42
+ prior_generation_precision: null
43
+ prior_loss_weight: 1.0
44
+ prodigy_beta3: null
45
+ prodigy_decouple: true
46
+ prodigy_safeguard_warmup: true
47
+ prodigy_use_bias_correction: true
48
+ push_to_hub: true
49
+ random_flip: false
50
+ rank: 4
51
+ repeats: 1
52
+ report_to: tensorboard
53
+ resolution: 1024
54
+ resume_from_checkpoint: null
55
+ revision: null
56
+ sample_batch_size: 4
57
+ scale_lr: false
58
+ seed: null
59
+ snr_gamma: null
60
+ text_encoder_lr: 5.0e-06
61
+ train_batch_size: 3
62
+ train_text_encoder: false
63
+ use_8bit_adam: false
64
+ validation_epochs: 50
65
+ validation_prompt: null
66
+ variant: null
67
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/1714324585.3299475/events.out.tfevents.1714324585.lambda-hyperplane.55441.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:9def6cbb07334b664d95f24c1663925e117564015b56b5775f7a31cf179ed111
3
+ size 3033
logs/dreambooth-lora-sd-xl/1714324585.3318415/hparams.yml ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ adam_beta1: 0.9
2
+ adam_beta2: 0.999
3
+ adam_epsilon: 1.0e-08
4
+ adam_weight_decay: 0.0001
5
+ adam_weight_decay_text_encoder: 0.001
6
+ allow_tf32: false
7
+ cache_dir: null
8
+ caption_column: caption
9
+ center_crop: false
10
+ checkpointing_steps: 1000
11
+ checkpoints_total_limit: null
12
+ class_data_dir: null
13
+ class_prompt: null
14
+ dataloader_num_workers: 0
15
+ dataset_config_name: null
16
+ dataset_name: /home/chengbin_zhu/GenAi/GenModel/models/stability_ai/finetuning/images
17
+ enable_xformers_memory_efficient_attention: false
18
+ gradient_accumulation_steps: 3
19
+ gradient_checkpointing: false
20
+ hub_model_id: null
21
+ hub_token: null
22
+ image_column: image
23
+ instance_data_dir: null
24
+ instance_prompt: a photo of sks dog
25
+ learning_rate: 5.0e-06
26
+ local_rank: -1
27
+ logging_dir: logs
28
+ lr_num_cycles: 1
29
+ lr_power: 1.0
30
+ lr_scheduler: constant
31
+ lr_warmup_steps: 0
32
+ max_grad_norm: 1.0
33
+ max_train_steps: 5000
34
+ mixed_precision: fp16
35
+ num_class_images: 100
36
+ num_train_epochs: 13
37
+ num_validation_images: 4
38
+ optimizer: AdamW
39
+ output_dir: atr_finetuned_model
40
+ pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
41
+ pretrained_vae_model_name_or_path: null
42
+ prior_generation_precision: null
43
+ prior_loss_weight: 1.0
44
+ prodigy_beta3: null
45
+ prodigy_decouple: true
46
+ prodigy_safeguard_warmup: true
47
+ prodigy_use_bias_correction: true
48
+ push_to_hub: true
49
+ random_flip: false
50
+ rank: 4
51
+ repeats: 1
52
+ report_to: tensorboard
53
+ resolution: 1024
54
+ resume_from_checkpoint: null
55
+ revision: null
56
+ sample_batch_size: 4
57
+ scale_lr: false
58
+ seed: null
59
+ snr_gamma: null
60
+ text_encoder_lr: 5.0e-06
61
+ train_batch_size: 3
62
+ train_text_encoder: false
63
+ use_8bit_adam: false
64
+ validation_epochs: 50
65
+ validation_prompt: null
66
+ variant: null
67
+ with_prior_preservation: false
logs/dreambooth-lora-sd-xl/events.out.tfevents.1713046672.lambda-hyperplane.1222849.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:955056e25bc19b735852b9529065d684083e280d059c5f3f6bc207b85df2fad0
3
+ size 88
logs/dreambooth-lora-sd-xl/events.out.tfevents.1713046893.lambda-hyperplane.1223339.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:38b91f0362b486e0efa5842d75812537ede2833a559382d2b52c4592a4bd2f7b
3
+ size 1259314
logs/dreambooth-lora-sd-xl/events.out.tfevents.1714324585.lambda-hyperplane.55441.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0d40fdc2446759f832cf27e011e69a66d74727074d93043791dd92ec34fe762d
3
+ size 1259314
pytorch_lora_weights.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ae359434e17f3eac9495a93967b2478706f8dbc40bef93f05349e62e7474d483
3
+ size 23390424