End of training
Browse files- .gitattributes +1 -0
- README.md +66 -0
- checkpoint-1000/optimizer.bin +3 -0
- checkpoint-1000/random_states_0.pkl +3 -0
- checkpoint-1000/scaler.pt +3 -0
- checkpoint-1000/scheduler.bin +3 -0
- checkpoint-1000/unet/config.json +68 -0
- checkpoint-1000/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-1000/unet_ema/config.json +75 -0
- checkpoint-1000/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-500/optimizer.bin +3 -0
- checkpoint-500/random_states_0.pkl +3 -0
- checkpoint-500/scaler.pt +3 -0
- checkpoint-500/scheduler.bin +3 -0
- checkpoint-500/unet/config.json +68 -0
- checkpoint-500/unet/diffusion_pytorch_model.safetensors +3 -0
- checkpoint-500/unet_ema/config.json +75 -0
- checkpoint-500/unet_ema/diffusion_pytorch_model.safetensors +3 -0
- feature_extractor/preprocessor_config.json +27 -0
- logs/text2image-fine-tune/1727993362.0401244/events.out.tfevents.1727993362.fb2e92abc98f.7666.1 +3 -0
- logs/text2image-fine-tune/1727993362.0418599/hparams.yml +55 -0
- logs/text2image-fine-tune/events.out.tfevents.1727993362.fb2e92abc98f.7666.0 +3 -0
- model_index.json +38 -0
- safety_checker/config.json +28 -0
- safety_checker/model.safetensors +3 -0
- scheduler/scheduler_config.json +15 -0
- text_encoder/config.json +25 -0
- text_encoder/model.safetensors +3 -0
- tokenizer/merges.txt +0 -0
- tokenizer/special_tokens_map.json +24 -0
- tokenizer/tokenizer_config.json +30 -0
- tokenizer/vocab.json +0 -0
- unet/config.json +68 -0
- unet/diffusion_pytorch_model.safetensors +3 -0
- vae/config.json +38 -0
- vae/diffusion_pytorch_model.safetensors +3 -0
- val_imgs_grid.png +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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val_imgs_grid.png filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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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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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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# Text-to-image finetuning - omkar1799/script-sd-annalaura-model
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This pipeline was finetuned from **runwayml/stable-diffusion-v1-5** on the **omkar1799/annalaura-diffusion-dataset** dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['blue and yellow cats shopping at plant store in an annalaura watercolor drawing style', 'a turtle character dressed as teacher standing next to a chalkboard with equations on it in an annalaura watercolor drawing style', 'blue and yellow cats riding bikes together through tropical forest path in an annalaura watercolor drawing style', 'raccoon character wearing gold chain driving red sports car down highway in an annalaura watercolor drawing style']:
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![val_imgs_grid](./val_imgs_grid.png)
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## Pipeline usage
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You can use the pipeline like so:
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```python
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from diffusers import DiffusionPipeline
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import torch
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pipeline = DiffusionPipeline.from_pretrained("omkar1799/script-sd-annalaura-model", torch_dtype=torch.float16)
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prompt = "blue and yellow cats shopping at plant store in an annalaura watercolor drawing style"
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image = pipeline(prompt).images[0]
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image.save("my_image.png")
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```
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## Training info
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These are the key hyperparameters used during training:
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* Epochs: 5
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* Learning rate: 1e-05
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* Batch size: 1
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* Gradient accumulation steps: 4
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* Image resolution: 512
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* Mixed-precision: fp16
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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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checkpoint-1000/optimizer.bin
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checkpoint-500/unet/config.json
ADDED
@@ -0,0 +1,68 @@
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|
1 |
+
{
|
2 |
+
"_class_name": "UNet2DConditionModel",
|
3 |
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"_diffusers_version": "0.31.0.dev0",
|
4 |
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
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25 |
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"CrossAttnDownBlock2D",
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"CrossAttnDownBlock2D",
|
27 |
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"CrossAttnDownBlock2D",
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"DownBlock2D"
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"transformer_layers_per_block": 1,
|
60 |
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"up_block_types": [
|
61 |
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"UpBlock2D",
|
62 |
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"CrossAttnUpBlock2D",
|
63 |
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"CrossAttnUpBlock2D",
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"CrossAttnUpBlock2D"
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65 |
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],
|
66 |
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"upcast_attention": false,
|
67 |
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"use_linear_projection": false
|
68 |
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}
|
checkpoint-500/unet/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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3 |
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size 3438167536
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checkpoint-500/unet_ema/config.json
ADDED
@@ -0,0 +1,75 @@
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|
1 |
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{
|
2 |
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"_class_name": "UNet2DConditionModel",
|
3 |
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"_diffusers_version": "0.31.0.dev0",
|
4 |
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
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26 |
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"CrossAttnDownBlock2D",
|
27 |
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"CrossAttnDownBlock2D",
|
28 |
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"CrossAttnDownBlock2D",
|
29 |
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"DownBlock2D"
|
30 |
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],
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|
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|
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|
38 |
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|
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|
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41 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"time_embedding_type": "positional",
|
63 |
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"timestep_post_act": null,
|
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|
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"up_block_types": [
|
66 |
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"UpBlock2D",
|
67 |
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"CrossAttnUpBlock2D",
|
68 |
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"CrossAttnUpBlock2D",
|
69 |
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"CrossAttnUpBlock2D"
|
70 |
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],
|
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"upcast_attention": false,
|
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"update_after_step": 0,
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"use_ema_warmup": false,
|
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"use_linear_projection": false
|
75 |
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}
|
checkpoint-500/unet_ema/diffusion_pytorch_model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
|
|
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|
|
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|
1 |
+
version https://git-lfs.github.com/spec/v1
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3 |
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size 3438167536
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feature_extractor/preprocessor_config.json
ADDED
@@ -0,0 +1,27 @@
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|
1 |
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{
|
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"crop_size": {
|
3 |
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"height": 224,
|
4 |
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"width": 224
|
5 |
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},
|
6 |
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"do_center_crop": true,
|
7 |
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"do_convert_rgb": true,
|
8 |
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"do_normalize": true,
|
9 |
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"do_rescale": true,
|
10 |
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"do_resize": true,
|
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"image_mean": [
|
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|
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|
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],
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"image_processor_type": "CLIPImageProcessor",
|
17 |
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"image_std": [
|
18 |
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|
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],
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|
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|
24 |
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"size": {
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"shortest_edge": 224
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26 |
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}
|
27 |
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}
|
logs/text2image-fine-tune/1727993362.0401244/events.out.tfevents.1727993362.fb2e92abc98f.7666.1
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 2485
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logs/text2image-fine-tune/1727993362.0418599/hparams.yml
ADDED
@@ -0,0 +1,55 @@
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|
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|
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|
|
|
|
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|
|
1 |
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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 |
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cache_dir: null
|
7 |
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caption_column: prompt
|
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: 0
|
12 |
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dataset_config_name: null
|
13 |
+
dataset_name: omkar1799/annalaura-diffusion-dataset
|
14 |
+
dream_detail_preservation: 1.0
|
15 |
+
dream_training: false
|
16 |
+
enable_xformers_memory_efficient_attention: true
|
17 |
+
foreach_ema: false
|
18 |
+
gradient_accumulation_steps: 4
|
19 |
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gradient_checkpointing: true
|
20 |
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hub_model_id: null
|
21 |
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hub_token: null
|
22 |
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image_column: image
|
23 |
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input_perturbation: 0
|
24 |
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learning_rate: 1.0e-05
|
25 |
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local_rank: -1
|
26 |
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logging_dir: logs
|
27 |
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lr_scheduler: constant
|
28 |
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lr_warmup_steps: 0
|
29 |
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max_grad_norm: 1.0
|
30 |
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max_train_samples: null
|
31 |
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max_train_steps: 1000
|
32 |
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mixed_precision: fp16
|
33 |
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noise_offset: 0
|
34 |
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non_ema_revision: null
|
35 |
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num_train_epochs: 5
|
36 |
+
offload_ema: false
|
37 |
+
output_dir: script-sd-annalaura-model
|
38 |
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prediction_type: null
|
39 |
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
40 |
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push_to_hub: true
|
41 |
+
random_flip: true
|
42 |
+
report_to: tensorboard
|
43 |
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resolution: 512
|
44 |
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resume_from_checkpoint: null
|
45 |
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revision: null
|
46 |
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scale_lr: false
|
47 |
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seed: null
|
48 |
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snr_gamma: null
|
49 |
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tracker_project_name: text2image-fine-tune
|
50 |
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train_batch_size: 1
|
51 |
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train_data_dir: null
|
52 |
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use_8bit_adam: false
|
53 |
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use_ema: true
|
54 |
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validation_epochs: 5
|
55 |
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variant: null
|
logs/text2image-fine-tune/events.out.tfevents.1727993362.fb2e92abc98f.7666.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 2023753
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model_index.json
ADDED
@@ -0,0 +1,38 @@
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|
1 |
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{
|
2 |
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"_class_name": "StableDiffusionPipeline",
|
3 |
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"_diffusers_version": "0.31.0.dev0",
|
4 |
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"_name_or_path": "runwayml/stable-diffusion-v1-5",
|
5 |
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"feature_extractor": [
|
6 |
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"transformers",
|
7 |
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"CLIPImageProcessor"
|
8 |
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],
|
9 |
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"image_encoder": [
|
10 |
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null,
|
11 |
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null
|
12 |
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],
|
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"requires_safety_checker": true,
|
14 |
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"safety_checker": [
|
15 |
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"stable_diffusion",
|
16 |
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"StableDiffusionSafetyChecker"
|
17 |
+
],
|
18 |
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"scheduler": [
|
19 |
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"diffusers",
|
20 |
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"PNDMScheduler"
|
21 |
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],
|
22 |
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"text_encoder": [
|
23 |
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"transformers",
|
24 |
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"CLIPTextModel"
|
25 |
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],
|
26 |
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"tokenizer": [
|
27 |
+
"transformers",
|
28 |
+
"CLIPTokenizer"
|
29 |
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],
|
30 |
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"unet": [
|
31 |
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"diffusers",
|
32 |
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"UNet2DConditionModel"
|
33 |
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],
|
34 |
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"vae": [
|
35 |
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"diffusers",
|
36 |
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"AutoencoderKL"
|
37 |
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]
|
38 |
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}
|
safety_checker/config.json
ADDED
@@ -0,0 +1,28 @@
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|
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{
|
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"_name_or_path": "/root/.cache/huggingface/hub/models--runwayml--stable-diffusion-v1-5/snapshots/f03de327dd89b501a01da37fc5240cf4fdba85a1/safety_checker",
|
3 |
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"architectures": [
|
4 |
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"StableDiffusionSafetyChecker"
|
5 |
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],
|
6 |
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"initializer_factor": 1.0,
|
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"logit_scale_init_value": 2.6592,
|
8 |
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"model_type": "clip",
|
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"projection_dim": 768,
|
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"text_config": {
|
11 |
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"dropout": 0.0,
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safety_checker/model.safetensors
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scheduler/scheduler_config.json
ADDED
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text_encoder/config.json
ADDED
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text_encoder/model.safetensors
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tokenizer/merges.txt
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tokenizer/special_tokens_map.json
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tokenizer/tokenizer_config.json
ADDED
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tokenizer/vocab.json
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unet/config.json
ADDED
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vae/config.json
ADDED
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