End of training
Browse files- README.md +43 -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/1720806665.715137/events.out.tfevents.1720806665.autodl-container-05c845b795-ce1e9284.10242.1 +3 -0
- logs/text2image-fine-tune/1720806665.71644/hparams.yml +50 -0
- logs/text2image-fine-tune/1720806852.0834188/events.out.tfevents.1720806852.autodl-container-05c845b795-ce1e9284.10923.1 +3 -0
- logs/text2image-fine-tune/1720806852.085011/hparams.yml +50 -0
- logs/text2image-fine-tune/1720807473.73621/events.out.tfevents.1720807473.autodl-container-05c845b795-ce1e9284.11684.1 +3 -0
- logs/text2image-fine-tune/1720807473.7379334/hparams.yml +50 -0
- logs/text2image-fine-tune/1720807668.8316226/events.out.tfevents.1720807668.autodl-container-05c845b795-ce1e9284.12350.1 +3 -0
- logs/text2image-fine-tune/1720807668.832914/hparams.yml +50 -0
- logs/text2image-fine-tune/1720808945.9263918/events.out.tfevents.1720808945.autodl-container-05c845b795-ce1e9284.13235.1 +3 -0
- logs/text2image-fine-tune/1720808945.9279962/hparams.yml +50 -0
- logs/text2image-fine-tune/1720809480.1610758/events.out.tfevents.1720809480.autodl-container-05c845b795-ce1e9284.13970.1 +3 -0
- logs/text2image-fine-tune/1720809480.162481/hparams.yml +50 -0
- logs/text2image-fine-tune/1720809819.6994493/events.out.tfevents.1720809819.autodl-container-05c845b795-ce1e9284.14619.1 +3 -0
- logs/text2image-fine-tune/1720809819.701127/hparams.yml +50 -0
- logs/text2image-fine-tune/1720811946.5212452/events.out.tfevents.1720811946.autodl-container-05c845b795-ce1e9284.15681.1 +3 -0
- logs/text2image-fine-tune/1720811946.5228236/hparams.yml +50 -0
- logs/text2image-fine-tune/1720812002.2183094/events.out.tfevents.1720812002.autodl-container-05c845b795-ce1e9284.16273.1 +3 -0
- logs/text2image-fine-tune/1720812002.2198272/hparams.yml +50 -0
- logs/text2image-fine-tune/events.out.tfevents.1720806665.autodl-container-05c845b795-ce1e9284.10242.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720806852.autodl-container-05c845b795-ce1e9284.10923.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720807473.autodl-container-05c845b795-ce1e9284.11684.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720807668.autodl-container-05c845b795-ce1e9284.12350.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720808945.autodl-container-05c845b795-ce1e9284.13235.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720809480.autodl-container-05c845b795-ce1e9284.13970.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720809819.autodl-container-05c845b795-ce1e9284.14619.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720811946.autodl-container-05c845b795-ce1e9284.15681.0 +3 -0
- logs/text2image-fine-tune/events.out.tfevents.1720812002.autodl-container-05c845b795-ce1e9284.16273.0 +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 - yifei28/sd-naruto-model
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These are LoRA adaption weights for runwayml/stable-diffusion-v1-5. The weights were fine-tuned on the lambdalabs/naruto-blip-captions dataset. You can find some example images in the following.
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![img_0](./image_0.png)
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![img_1](./image_1.png)
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![img_2](./image_2.png)
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![img_3](./image_3.png)
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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_0.png
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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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logs/text2image-fine-tune/1720806665.715137/events.out.tfevents.1720806665.autodl-container-05c845b795-ce1e9284.10242.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:0b3786d700f4bc69931d909018f647eb06eb35bb3af58190b1c992ea8b031108
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size 2243
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logs/text2image-fine-tune/1720806665.71644/hparams.yml
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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: 3000
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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: lambdalabs/naruto-blip-captions
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enable_xformers_memory_efficient_attention: false
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gradient_accumulation_steps: 4
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gradient_checkpointing: true
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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: -1
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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: 400
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 2
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num_validation_images: 4
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output_dir: sd-naruto-model
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prediction_type: null
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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push_to_hub: true
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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: Stephen Curry with a headband
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variant: null
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logs/text2image-fine-tune/1720806852.0834188/events.out.tfevents.1720806852.autodl-container-05c845b795-ce1e9284.10923.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:b0c1b0793ae61189b164a226dd3e015b98d34dcda458e6e31037f07115397fe7
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size 2219
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logs/text2image-fine-tune/1720806852.085011/hparams.yml
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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: 3000
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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: lambdalabs/naruto-blip-captions
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enable_xformers_memory_efficient_attention: false
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15 |
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gradient_accumulation_steps: 4
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gradient_checkpointing: true
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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: -1
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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: 400
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mixed_precision: null
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noise_offset: 0
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num_train_epochs: 2
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num_validation_images: 4
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output_dir: sd-naruto-model
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prediction_type: null
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
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push_to_hub: true
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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: Eevee
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variant: null
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logs/text2image-fine-tune/1720807473.73621/events.out.tfevents.1720807473.autodl-container-05c845b795-ce1e9284.11684.1
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version https://git-lfs.github.com/spec/v1
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size 2219
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logs/text2image-fine-tune/1720807473.7379334/hparams.yml
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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: 3000
|
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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 |
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dataset_name: lambdalabs/naruto-blip-captions
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14 |
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enable_xformers_memory_efficient_attention: false
|
15 |
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gradient_accumulation_steps: 4
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gradient_checkpointing: true
|
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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: -1
|
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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: 400
|
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mixed_precision: null
|
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noise_offset: 0
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num_train_epochs: 2
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num_validation_images: 4
|
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output_dir: sd-naruto-model
|
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prediction_type: null
|
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pretrained_model_name_or_path: runwayml/stable-diffusion-v1-5
|
35 |
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push_to_hub: true
|
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random_flip: true
|
37 |
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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: Eevee
|
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variant: null
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logs/text2image-fine-tune/1720807668.8316226/events.out.tfevents.1720807668.autodl-container-05c845b795-ce1e9284.12350.1
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version https://git-lfs.github.com/spec/v1
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size 2219
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logs/text2image-fine-tune/1720807668.832914/hparams.yml
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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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4 |
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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
|
8 |
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center_crop: true
|
9 |
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checkpointing_steps: 3000
|
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
|
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dataset_name: lambdalabs/naruto-blip-captions
|
14 |
+
enable_xformers_memory_efficient_attention: false
|
15 |
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gradient_accumulation_steps: 4
|
16 |
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gradient_checkpointing: true
|
17 |
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hub_model_id: null
|
18 |
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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: -1
|
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
|
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max_grad_norm: 1.0
|
26 |
+
max_train_samples: null
|
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+
max_train_steps: 400
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