RAD-Checkpoints / ProGamerGov /pixart_sigma /TD /training_args.json
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{
"pretrained_model_name_or_path": "PixArt-alpha/PixArt-Sigma-XL-2-1024-MS",
"base_model_name_or_path": "PixArt-alpha/pixart_sigma_sdxlvae_T5_diffusers",
"revision": null,
"variant": null,
"cache_dir": null,
"data_dir": "../data/ProGamerGov",
"caption_file_train": "caption_train.json",
"caption_file_val": "caption_val.json",
"images_dir": "images",
"max_captions_per_image": 5,
"proportion_empty_prompts": 0.1,
"results_root": "RESULTS",
"seed": 42,
"resolution": 1024,
"train_batch_size": 4,
"max_train_steps": 10000,
"num_train_epochs": 1,
"gradient_accumulation_steps": 1,
"gradient_checkpointing": true,
"learning_rate": 2e-05,
"scale_lr": false,
"lr_scheduler": "cosine",
"lr_warmup_steps": 500,
"lr_num_cycles": 1,
"adam_beta1": 0.9,
"adam_beta2": 0.999,
"adam_weight_decay": 0.01,
"adam_epsilon": 1e-08,
"max_grad_norm": 0.01,
"mixed_precision": "bf16",
"checkpointing_steps": 2000,
"checkpoints_total_limit": 2,
"resume_from_checkpoint": null,
"validation_steps": 1000,
"validation_prompts_file": null,
"log_every_n_steps": 50,
"td_enable": true,
"td_k_idx": 1.0,
"td_one_idx": null,
"td_lambda": 1.0,
"td_weight": false,
"td_sigma_min": 0.002,
"td_sigma_max": 80.0,
"td_rho": 7.0,
"td_steps": 18,
"td_sigma_data": 0.5,
"td_ema_tau": 0.999,
"td_target_update_freq": 1,
"max_sequence_length": 300,
"dataloader_num_workers": 4,
"output_dir": "RESULTS/ProGamerGov/run_015"
}