End of training

.gitattributes

@@ -33,3 +33,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+image_0.png filter=lfs diff=lfs merge=lfs -text
+image_1.png filter=lfs diff=lfs merge=lfs -text
+image_2.png filter=lfs diff=lfs merge=lfs -text
+image_3.png filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,90 @@
+---
+base_model: stabilityai/stable-diffusion-3-medium-diffusers
+library_name: diffusers
+license: other
+instance_prompt: a photo of sks person
+widget:
+- text: A photo of sks person smiling
+  output:
+    url: image_0.png
+- text: A photo of sks person smiling
+  output:
+    url: image_1.png
+- text: A photo of sks person smiling
+  output:
+    url: image_2.png
+- text: A photo of sks person smiling
+  output:
+    url: image_3.png
+tags:
+- text-to-image
+- diffusers-training
+- diffusers
+- lora
+- template:sd-lora
+- sd3
+- sd3-diffusers
+---
+
+<!-- This model card has been generated automatically according to the information the training script had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+
+# SD3 DreamBooth LoRA - sushmar7/trained-sd3-lora1
+
+<Gallery />
+
+## Model description
+
+These are sushmar7/trained-sd3-lora1 DreamBooth LoRA weights for stabilityai/stable-diffusion-3-medium-diffusers.
+
+The weights were trained using [DreamBooth](https://dreambooth.github.io/) with the [SD3 diffusers trainer](https://github.com/huggingface/diffusers/blob/main/examples/dreambooth/README_sd3.md).
+
+Was LoRA for the text encoder enabled? False.
+
+## Trigger words
+
+You should use `a photo of sks person` to trigger the image generation.
+
+## Download model
+
+[Download the *.safetensors LoRA](sushmar7/trained-sd3-lora1/tree/main) in the Files & versions tab.
+
+## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)
+
+```py
+from diffusers import AutoPipelineForText2Image
+import torch
+pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3-medium-diffusers, torch_dtype=torch.float16).to('cuda')
+pipeline.load_lora_weights('sushmar7/trained-sd3-lora1', weight_name='pytorch_lora_weights.safetensors')
+image = pipeline('A photo of sks person smiling').images[0]
+```
+
+### Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke
+
+- **LoRA**: download **[`diffusers_lora_weights.safetensors` here 💾](/sushmar7/trained-sd3-lora1/blob/main/diffusers_lora_weights.safetensors)**.
+    - Rename it and place it on your `models/Lora` folder.
+    - On AUTOMATIC1111, load the LoRA by adding `<lora:your_new_name:1>` to your prompt. On ComfyUI just [load it as a regular LoRA](https://comfyanonymous.github.io/ComfyUI_examples/lora/).
+
+For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)
+
+## License
+
+Please adhere to the licensing terms as described [here](https://huggingface.co/stabilityai/stable-diffusion-3-medium/blob/main/LICENSE.md).
+
+
+## Intended uses & limitations
+
+#### How to use
+
+```python
+# TODO: add an example code snippet for running this diffusion pipeline
+```
+
+#### Limitations and bias
+
+[TODO: provide examples of latent issues and potential remediations]
+
+## Training details
+
+[TODO: describe the data used to train the model]

checkpoint-1000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f185dc225e5d09278f99b8a129fdc88e9c447f90994cdd2668b9fd0b3e3beb84
+size 19097181

checkpoint-1000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:399f93b16050ff5217afad9edd95244a419d3b031464e27104d191b7f0807666
+size 9437288

checkpoint-1000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b8a97a39f3a5a0748a9143c80523644a0519537aa9c617f4d3f9ebdb11a5f79c
+size 16449

checkpoint-1000/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:14ae2a2128444abab378aa06c09a61a84665f758fcc19fc46f5789b0bc1b5665
+size 1383

checkpoint-1000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:625abe604ded36165f27b4c52d6520159906d736759c6eb46dd6979cf6bc994a
+size 1401

checkpoint-1500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:61ffb8400ad4506f541025ab2226627a1b77a702cb1631119f903f7413cb165d
+size 19097181

checkpoint-1500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc2ed767787c11feca9fb48e19b046c17c3617c5cdcc0144e1bbd47ba1e775d5
+size 9437288

checkpoint-1500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e30ba942558b407d94a66012d06f28516d4b26623e461d7c5a0530a2088f4505
+size 16449

checkpoint-1500/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca372268f4fa9335030c0cb7aedb6cdba75f457da50e7a4034abb1a2d0843689
+size 1383

checkpoint-1500/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e427716878bef81032ca3512ee192f38da7319c8d15d6154a20124b03dda15c0
+size 1401

checkpoint-2000/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eea23d3d248a92deb3d20ccecd49a34b58f1dd0a3b6958d26a00aa2cc4ff9ef2
+size 19097181

checkpoint-2000/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab41e403f34d2f3a104ff19b7cce929c83f58b374d05bfbb3c73857ecfcadb95
+size 9437288

checkpoint-2000/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a649927b1430081439add590ee3f55ff4bb3c3dcc437bb9c936792f8304f7f69
+size 16449

checkpoint-2000/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4aa03f6e0cd07cf67ce1fbe3101d545f5771ef9148b9debf02b11cf6948da5c
+size 1383

checkpoint-2000/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e03dd47a23fefff883af27084447c75133609be10d612201fffbd4e42b2ca5e
+size 1401

checkpoint-500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f48d634a5c1978945ca664e662e1296feee2014a197e0b5a51b1f6ab4640e44d
+size 19097181

checkpoint-500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3e0facef6eb2b0692a5078a7344c1d3add1746b5cfdba19e82af2271c40d228
+size 9437288

checkpoint-500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2affc82b6859db8e3755fd4f83ed7d6bdad03f3f0182dd46472fff6e898207c4
+size 16449

checkpoint-500/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f77569c2e850b04af982cc8c1389f1430851448915c593b69e5da36ce05b71d7
+size 1383

checkpoint-500/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:48448581c5cc0e08624add98c4e29ae5bc854ff0019dbd0a42e2352753f1242d
+size 1401

logs/dreambooth-sd3-lora/1749123432.3489125/events.out.tfevents.1749123432.ioworker-h200x8-48.988071.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:120bc577969146ec232b60d6ce6232afcf8e61c62bdea8c983fa12be0003b9c1
+size 3506

logs/dreambooth-sd3-lora/1749123432.3504503/hparams.yml

@@ -0,0 +1,75 @@
+adam_beta1: 0.9
+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.0001
+adam_weight_decay_text_encoder: 0.001
+allow_tf32: false
+cache_dir: null
+cache_latents: false
+caption_column: null
+center_crop: false
+checkpointing_steps: 500
+checkpoints_total_limit: null
+class_data_dir: null
+class_prompt: null
+dataloader_num_workers: 0
+dataset_config_name: null
+dataset_name: null
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+hub_model_id: null
+hub_token: null
+image_column: image
+instance_data_dir: /data0/ram_codes/Dreambooth/diffusers/examples/dreambooth/vijay1
+instance_prompt: a photo of sks person
+learning_rate: 0.0002
+local_rank: 0
+logging_dir: logs
+logit_mean: 0.0
+logit_std: 1.0
+lora_blocks: null
+lora_dropout: 0.0
+lora_layers: null
+lr_num_cycles: 1
+lr_power: 1.0
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_sequence_length: 77
+max_train_steps: 2000
+mixed_precision: fp16
+mode_scale: 1.29
+num_class_images: 100
+num_train_epochs: 2000
+num_validation_images: 4
+optimizer: AdamW
+output_dir: /data0/ram_codes/Dreambooth/diffusers/examples/dreambooth/trained-sd3-lora1
+precondition_outputs: 1
+pretrained_model_name_or_path: stabilityai/stable-diffusion-3-medium-diffusers
+prior_generation_precision: null
+prior_loss_weight: 1.0
+prodigy_beta3: null
+prodigy_decouple: true
+prodigy_safeguard_warmup: true
+prodigy_use_bias_correction: true
+push_to_hub: true
+random_flip: false
+rank: 4
+repeats: 1
+report_to: tensorboard
+resolution: 512
+resume_from_checkpoint: null
+revision: null
+sample_batch_size: 4
+scale_lr: false
+seed: 0
+text_encoder_lr: 5.0e-06
+train_batch_size: 1
+train_text_encoder: false
+upcast_before_saving: false
+use_8bit_adam: false
+validation_epochs: 100
+validation_prompt: A photo of sks person smiling
+variant: null
+weighting_scheme: logit_normal
+with_prior_preservation: false

logs/dreambooth-sd3-lora/events.out.tfevents.1749123432.ioworker-h200x8-48.988071.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:51045e4e1d6bbb76e03dc7e8f6c0de082c14c2086ec7d79c1103a1eb2dcc88a0
+size 124052360

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25013d1808ed994adc8748d2a1ddc8b0bbc263723660d5e7c0b2589717198b19
+size 4743176