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Training_model_data/TE_Train.json
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{
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"model": {
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"type": "sdxl",
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"base_model_path": "SDXLCheckpoint.safetensors",
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"revision": "main",
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"is_full_finetune": true
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},
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"training": {
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"batch_size": 1,
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"learning_rate": 1e-6,
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"seed": 42,
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"max_epochs": 100,
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"mixed_precision": "bf16",
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"gradient_checkpointing": "NONE",
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"layer_offload_fraction": 0.2,
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"save_precision": "bf16",
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"xformers": true,
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"cache_latents": true,
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"train_unet": false,
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"train_text_encoder": true
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},
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"optimizer": {
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"type": "AdamW8bit",
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"params": {
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"weight_decay": 0.01
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},
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"fused_backward_pass": false
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},
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"ema": {
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"active": true,
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"offload": false,
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"decay": 0.999
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},
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"dataset": {
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"concepts": [
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{
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"image_directory": "dataset",
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"caption_extension": ".txt",
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"resolutions": [1024]
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}
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]
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},
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"output": {
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"directory": "output",
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"save_every_n_epochs": 1,
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"save_name": "sdxl_finetuned"
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}
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}
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Training_model_data/Unet_Train.json
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{
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"model": {
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"type": "sdxl",
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"base_model_path": "SDXLCheckpoint.safetensors",
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"revision": "main",
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"is_full_finetune": true
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},
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"training": {
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"batch_size": 1,
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"learning_rate": 8e-7,
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"seed": 42,
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"max_epochs": 100,
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"mixed_precision": "bf16",
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"gradient_checkpointing": "CPU_OFFLOADED",
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"layer_offload_fraction": 0.2,
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"save_precision": "bf16",
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"xformers": true,
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"cache_latents": true,
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"train_unet": true,
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"train_text_encoder": false
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},
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"optimizer": {
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"type": "Adafactor",
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"params": {
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"scale_parameter": false,
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"relative_step": false,
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"warmup_init": false
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},
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"fused_backward_pass": true
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},
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"ema": {
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"active": false
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},
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"dataset": {
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"concepts": [
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{
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"image_directory": "dataset",
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"caption_extension": ".txt",
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"resolutions": [1024]
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}
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]
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},
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"output": {
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"directory": "output",
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"save_every_n_epochs": 1,
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"save_name": "sdxl_finetuned"
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}
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}
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