End of training

README.md

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+---
+base_model: runwayml/stable-diffusion-v1-5
+library_name: diffusers
+license: creativeml-openrail-m
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- diffusers-training
+- lora
+inference: true
+---
+
+<!-- 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. -->
+
+
+# LoRA text2image fine-tuning - ButterChicken98/plantVillage-stableDiffusion_v1_15ksteps_4_batch_size
+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. 
+
+![img_0](./image_0.png)
+![img_1](./image_1.png)
+![img_2](./image_2.png)
+![img_3](./image_3.png)
+
+
+
+## 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]

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+adam_beta2: 0.999
+adam_epsilon: 1.0e-08
+adam_weight_decay: 0.01
+allow_tf32: false
+cache_dir: null
+caption_column: text
+center_crop: true
+checkpointing_steps: 2500
+checkpoints_total_limit: null
+dataloader_num_workers: 8
+dataset_config_name: null
+dataset_name: ButterChicken98/platvillage_with_captions2
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 4
+gradient_checkpointing: false
+hub_model_id: plantVillage-stableDiffusion_v1_15ksteps_4_batch_size
+hub_token: null
+image_column: image
+learning_rate: 0.0001
+local_rank: 0
+logging_dir: logs
+lr_scheduler: cosine
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_samples: null
+max_train_steps: 15000
+mixed_precision: null
+noise_offset: 0
+num_train_epochs: 24
+num_validation_images: 4
+output_dir: /content/plantVillage
+prediction_type: null
+pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
+push_to_hub: true
+random_flip: true
+rank: 4
+report_to: tensorboard
+resolution: 256
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+seed: 1337
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+validation_prompt: Tomato Late Blight
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+dataset_name: ButterChicken98/platvillage_with_captions2
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+gradient_accumulation_steps: 4
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+num_validation_images: 4
+output_dir: /content/plantVillage
+prediction_type: null
+pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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+random_flip: true
+rank: 4
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+dataset_name: ButterChicken98/platvillage_with_captions2
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+prediction_type: null
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