End of training

README.md

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+---
+base_model: stabilityai/stable-diffusion-xl-base-1.0
+library_name: diffusers
+license: creativeml-openrail-m
+inference: true
+tags:
+- stable-diffusion-xl
+- stable-diffusion-xl-diffusers
+- text-to-image
+- diffusers
+- diffusers-training
+- lora
+---
+
+<!-- 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 - Vimax97/fluxRender_v1
+
+These are LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0. The weights were fine-tuned on the Vimax97/flux_1024_10k dataset. You can find some example images in the following. 
+
+![img_0](./image_0.png)
+
+
+LoRA for the text encoder was enabled: False.
+
+Special VAE used for training: None.
+
+
+## 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]

logs/text2image-fine-tune/1742112016.7188375/events.out.tfevents.1742112016.bdd69667a29a.82.1

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logs/text2image-fine-tune/1742112016.7216706/hparams.yml

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+adam_beta1: 0.9
+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: 2000
+checkpoints_total_limit: 1
+dataloader_num_workers: 1
+dataset_config_name: null
+dataset_name: Vimax97/flux_1024_10k
+debug_loss: false
+enable_npu_flash_attention: false
+enable_xformers_memory_efficient_attention: false
+gradient_accumulation_steps: 6
+gradient_checkpointing: true
+hub_model_id: fluxRender_v1
+hub_token: null
+image_column: image
+learning_rate: 0.0001
+local_rank: 0
+logging_dir: logs
+lr_scheduler: constant
+lr_warmup_steps: 0
+max_grad_norm: 1.0
+max_train_samples: null
+max_train_steps: 1500
+mixed_precision: fp16
+noise_offset: 0
+num_train_epochs: 2
+num_validation_images: 1
+output_dir: ./output
+prediction_type: null
+pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0
+pretrained_vae_model_name_or_path: null
+push_to_hub: true
+random_flip: true
+rank: 32
+report_to: tensorboard
+resolution: 1024
+resume_from_checkpoint: null
+revision: null
+scale_lr: false
+seed: 1337
+snr_gamma: null
+train_batch_size: 1
+train_data_dir: null
+train_text_encoder: false
+use_8bit_adam: true
+validation_epochs: 1000000
+validation_prompt: ''
+variant: null

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pytorch_lora_weights.safetensors

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