End of training
Browse files- README.md +43 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1500/model.safetensors +3 -0
- checkpoint-1500/optimizer.bin +3 -0
- checkpoint-1500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-1500/random_states_0.pkl +3 -0
- checkpoint-1500/scheduler.bin +3 -0
- checkpoint-2000/model.safetensors +3 -0
- checkpoint-2000/optimizer.bin +3 -0
- checkpoint-2000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-2000/random_states_0.pkl +3 -0
- checkpoint-2000/scheduler.bin +3 -0
- checkpoint-2500/model.safetensors +3 -0
- checkpoint-2500/optimizer.bin +3 -0
- checkpoint-2500/pytorch_lora_weights.safetensors +3 -0
- checkpoint-2500/random_states_0.pkl +3 -0
- checkpoint-2500/scheduler.bin +3 -0
- checkpoint-3000/model.safetensors +3 -0
- checkpoint-3000/optimizer.bin +3 -0
- checkpoint-3000/pytorch_lora_weights.safetensors +3 -0
- checkpoint-3000/random_states_0.pkl +3 -0
- checkpoint-3000/scheduler.bin +3 -0
- checkpoint-500/model.safetensors +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/text2image-fine-tune/1731878151.9085805/events.out.tfevents.1731878151.152bad1b73fe.202.1 +3 -0
- logs/text2image-fine-tune/1731878151.911212/hparams.yml +50 -0
- logs/text2image-fine-tune/1731878309.030499/events.out.tfevents.1731878309.152bad1b73fe.454.1 +3 -0
- logs/text2image-fine-tune/1731878309.0331604/hparams.yml +50 -0
- logs/text2image-fine-tune/events.out.tfevents.1731878151.152bad1b73fe.202.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1731878309.152bad1b73fe.454.0 +3 -0
- pytorch_lora_weights.safetensors +3 -0
README.md
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---
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base_model: runwayml/stable-diffusion-v1-5
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library_name: diffusers
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license: creativeml-openrail-m
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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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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 - ButterChicken98/plantVillage-stableDiffusion
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the ButterChicken98/platvillage_with_captions2 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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image_1.png
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image_2.png
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image_3.png
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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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caption_column: text
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center_crop: true
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checkpointing_steps: 500
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checkpoints_total_limit: null
|
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dataloader_num_workers: 8
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dataset_config_name: null
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dataset_name: ButterChicken98/platvillage_with_captions2
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enable_xformers_memory_efficient_attention: false
|
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gradient_accumulation_steps: 4
|
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gradient_checkpointing: false
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hub_model_id: null
|
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hub_token: null
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image_column: image
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learning_rate: 0.0001
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local_rank: 0
|
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logging_dir: logs
|
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lr_scheduler: cosine
|
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lr_warmup_steps: 0
|
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max_grad_norm: 1.0
|
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+
max_train_samples: null
|
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max_train_steps: 15000
|
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+
mixed_precision: null
|
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noise_offset: 0
|
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num_train_epochs: 6
|
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+
num_validation_images: 4
|
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+
output_dir: /content/plantVillage
|
33 |
+
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: false
|
36 |
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random_flip: true
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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: null
|
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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: Totoro
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variant: null
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version https://git-lfs.github.com/spec/v1
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oid sha256:43740ba992ffedca895056244848d64c4a2b60864e89ee010ce3e443e737b85d
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size 2303
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logs/text2image-fine-tune/1731878309.0331604/hparams.yml
ADDED
@@ -0,0 +1,50 @@
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+
adam_beta1: 0.9
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2 |
+
adam_beta2: 0.999
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3 |
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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
|
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: 500
|
10 |
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checkpoints_total_limit: null
|
11 |
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dataloader_num_workers: 8
|
12 |
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dataset_config_name: null
|
13 |
+
dataset_name: ButterChicken98/platvillage_with_captions2
|
14 |
+
enable_xformers_memory_efficient_attention: false
|
15 |
+
gradient_accumulation_steps: 4
|
16 |
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gradient_checkpointing: false
|
17 |
+
hub_model_id: plantVillage-stableDiffusion
|
18 |
+
hub_token: null
|
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image_column: image
|
20 |
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learning_rate: 0.0001
|
21 |
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local_rank: 0
|
22 |
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logging_dir: logs
|
23 |
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lr_scheduler: cosine
|
24 |
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lr_warmup_steps: 0
|
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: 3000
|
28 |
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mixed_precision: null
|
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noise_offset: 0
|
30 |
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num_train_epochs: 2
|
31 |
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num_validation_images: 4
|
32 |
+
output_dir: /content/plantVillage
|
33 |
+
prediction_type: null
|
34 |
+
pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
35 |
+
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
|
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revision: null
|
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scale_lr: false
|
43 |
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seed: 1337
|
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snr_gamma: null
|
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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: 1
|
49 |
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validation_prompt: Totoro
|
50 |
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variant: null
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logs/text2image-fine-tune/events.out.tfevents.1731878151.152bad1b73fe.202.0
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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size 328
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logs/text2image-fine-tune/events.out.tfevents.1731878309.152bad1b73fe.454.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 4652150
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pytorch_lora_weights.safetensors
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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size 3226184
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