optimizer: name: adamw params: learning_rate: 1.0e-05 discriminator_learning_rate: ${optimizer.params.learning_rate} beta1: 0.9 beta2: 0.999 weight_decay: 0.0 lr_scheduler: scheduler: cosine params: learning_rate: ${optimizer.params.learning_rate} warmup_steps: 100 end_lr: 1.0e-05 model: vq_model: minit2i_lr_mult: 0.3 encoder_image_size: 512 minit2i_pretrained_path: '' minit2i_patch_size: 16 minit2i_hidden_size: 1248 minit2i_txt_hidden_size: 1248 minit2i_text_branch: false minit2i_depth_double: 23 minit2i_txt_preamble_depth: 2 minit2i_num_heads: 24 minit2i_head_dim: 52 minit2i_mlp_ratio: 2.7051282051282053 minit2i_pca_channels: 128 minit2i_txt_input_size: 1024 minit2i_null_context_len: 256 minit2i_backbone_finetune_scheme: full unify_gate_bias_init: 2.0 unify_t_lognorm_mu: -0.3 unify_t_lognorm_sigma: 1.0 unify_prior_noise_scale: 2.0 unify_t_shift_base_shift: 1.0 unify_t_shift_base_image_size: 512 unify_t_shift_scale_mode: sqrt unify_use_time_adain: true unify_use_time_adain_sandwich: false unify_use_adaln_shared: false unify_adaln_rank: 0 unify_use_scale_adaln: true unify_use_noise_adaln: true unify_use_gate_sigma_aware: true unify_gate_sigma_use_noise_level: true unify_sigma_cond_ref_sigma: 0.4 unify_train_v_clamp_min: 0.05 unify_sample_v_clamp_min: 0.05 unify_cond_from_pretrained_decoder: true unify_sdedit_infer_t_start: - 0.0 unify_concat_coarse_cond: false unify_sdedit_train_mode: additive_low_res unify_sdedit_additive_noise_std: 0.4 unify_pos_sincos_base_grid: 64 unify_pos_coord_alpha: 0.0 unify_use_lq_projection: true unify_lq_projection_hidden_dim: 256 unify_lq_projection_num_res_blocks: 2 unify_lq_projection_learnable_upsample: true unify_use_smooth_conv: true tokenizer_type: FSQ10 token_size: 64 proj_type: attn levels_per_channel: 4 encoder_lr_mult: 0.1 clip_align_layer_id: 2 use_checkpoint: false vit_enc_patch_size: 16 vit_dec_patch_size: 16 sigmoid_slope: 2.0 mlp_ratio: 4.0 perturb_medium_magnitude: 0.0 perturb_large_magnitude: 0.0 uvit_skip_decoder: false any_resolution: true unify_backbone_grad_checkpointing: true decoder_type: unify_decoder_jit encoder_type: qwen3vl_encoder_any semantic_model_type: qwen3vl external_clip_decoder: false discriminator: dino_ckpt_path: assets/models/dino_vit_small_patch8_224.pth norm_type: bn train_encoder: false train_quantizer: false train_decoder: true pretrained_recon_decoder_type: siglip_decoder_uvit_any unify_jit_distill: student_update_freq: 5 vsd_loss_weight: 1.0 dsm_loss_weight: 1.0 dsm_loss_space: velocity student_sample_steps: 2 student_sample_type: sde student_t_grid: shift student_t_list: null student_input_mode: self_rollout teacher_forcing_warmup_steps: 500 dmd_t_dist: lognorm dmd_t_min: 0.02 dmd_t_max: 0.98 fake_score_lr: 1.0e-05 fake_score_betas: - 0.9 - 0.999 fake_score_weight_decay: 0.001 disc_lr: 1.0e-05 disc_weight_decay: 0.0 disc_max_grad_norm: 1.0 gan_loss_weight_gen: 0.05 gan_space: feature pixel_gan_num_crops: 8 pixel_gan_crop_size: 224 pixel_gan_quantize_fake: true recon_l1_weight: 0.0 recon_lpips_weight: 0.05 recon_resize_div: 1.0 recon_resize_antialias: null recon_lpips_resize: 256 recon_lpips_crop_size: 224 recon_lpips_num_crops: 8 gan_warmup_steps: 100 gan_use_same_t_noise: true gan_relativistic: false gan_r1_reg_weight: 100.0 gan_r1_reg_alpha: 0.1 disc_feature_indices: - 11 disc_num_conv_layers: 2 disc_patch_logits: false disc_fuse_features: false ema_rate: 0.05 training: compile_model: false gradient_accumulation_steps: 1 per_gpu_batch_size: 2 eval_per_gpu_batch_size: 2 mixed_precision: bf16 enable_tf32: true use_ema: true seed: 42 max_train_steps: 30000 num_generated_images: 4 max_grad_norm: 0.1 enable_wandb: false use_power_ema: true ema_decay: 0.999 ema_constant_decay: false experiment: project: bar_fsq name: setting21.0.1_p0_1k2k_distill_2step_lpips_last_2k output_dir: exp/setting21.0.1_p0_1k2k_distill_2step_lpips_last_2k max_train_examples: 40734862 save_every: 500 eval_every: 500 generate_every: 100 log_every: 20 log_grad_norm_every: 10000 resume: true is_start_eval: false is_start_generate: true exit_after_eval: false logging_dir: exp/setting21.0.1_p0_1k2k_distill_2step_lpips_last_2k/logs flow_sample_steps: 10 num_flow_viz_samples: 2 extra_eval_gt_sets: - name: adm4k_square2048_photo s3_uri: s3://img-gen/experiments/tianhang/evaluations/adm4k_square2048_photo/gt_images - name: textatlas5m_hires s3_uri: s3://img-gen/experiments/tianhang/evaluations/textatlas5m_hires/gt_images tokenizer_checkpoint: /mnt/task_runtime/BitDiffusion/exp/setting21.0.1_p0_1k2k/checkpoint-latest/ema_model load_custom_pretrained_ckpt: '' sync_every: 500 resume_from_unwrapped_checkpoint: false cloud_subfolder: flow_decoder_distilled/anyres_bkt_qwen3vl_any_decftune_t64l4 viz_lowres_sr_lr_s3: s3://img-gen/experiments/tianhang/selected_viz_images/anyres_bkt_qwen3vl_any_decftune_t64l4_lowres_recon viz_lowres_sr_scale: 4 train_fast_inference: true aux_max_train_examples: 75749685 aux_dataset_prob: 0.4 loss: discriminator_weight: 0.0 clip_loss_weight: 0.0 reconstruction_loss_weight_l2: 0.0 reconstruction_loss_weight_l1: 0.0 dataset: params: train_shards_path_or_url: 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dataset_with_class_label: false reject_s3_base: null aux_min_image_size: 0 aux_reject_s3_base: s3://img-gen/data/data_filter_reject/q35a20_text_q30_nodedup preprocessing: resize_shorter_edge: 2048 crop_size: 2048 random_crop: true random_flip: true aspect_buckets: - - 2048 - 2048 - - 1664 - 2560 - - 2560 - 1664 - - 1792 - 2304 - - 2304 - 1792 - - 1536 - 2688 - - 2688 - 1536 - - 1408 - 3200 - - 3200 - 1408 - - 1792 - 2176 - - 2176 - 1792 - - 1408 - 2816 - - 2816 - 1408 aspect_bucket_weights: - 0.0108 - 0.335056 - 0.296525 - 0.060873 - 0.108485 - 0.042054 - 0.02043 - 0.002889 - 0.002889 - 0.03 - 0.03 - 0.03 - 0.03 native_bucket_match: true aux_resize_shorter_edge: 1024 aux_crop_size: 1024 aux_native_bucket_match: true aux_aspect_buckets: - - 1024 - 1024 - - 832 - 1280 - - 1280 - 832 - - 896 - 1152 - - 1152 - 896 - - 768 - 1344 - - 1344 - 768 - - 704 - 1600 - - 1600 - 704 - - 896 - 1088 - - 1088 - 896 - - 704 - 1408 - - 1408 - 704 aux_aspect_bucket_weights: - 0.5 - 0.146481 - 0.129636 - 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