diff --git a/in/config_files/hardware.gin b/in/config_files/hardware.gin
deleted file mode 100644
index 8b13789..0000000
--- a/in/config_files/hardware.gin
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/in/config_files/models.gin b/in/config_files/models.gin
deleted file mode 100644
index 8b13789..0000000
--- a/in/config_files/models.gin
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/in/config_files/pipeline.gin b/in/config_files/pipeline.gin
deleted file mode 100644
index 8b13789..0000000
--- a/in/config_files/pipeline.gin
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/in/config_files/tracking.gin b/in/config_files/tracking.gin
deleted file mode 100644
index 8b13789..0000000
--- a/in/config_files/tracking.gin
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/in/config_files/training.gin b/in/config_files/training.gin
deleted file mode 100644
index 8b13789..0000000
--- a/in/config_files/training.gin
+++ /dev/null
@@ -1 +0,0 @@
-
diff --git a/presets/gtauav_balanced/hardware.gin b/presets/gtauav_balanced/hardware.gin
deleted file mode 100644
index 17d9027..0000000
--- a/presets/gtauav_balanced/hardware.gin
+++ /dev/null
@@ -1,8 +0,0 @@
-# RTX 4090 profile.
-HardwareConfig.device = 'cuda'
-HardwareConfig.batch_size = 8
-HardwareConfig.grad_accum_steps = 8
-HardwareConfig.num_workers = 4
-HardwareConfig.use_amp = True
-HardwareConfig.gradient_checkpointing = True
-HardwareConfig.reserve_gb = 2.0
\ No newline at end of file
diff --git a/presets/gtauav_balanced/models.gin b/presets/gtauav_balanced/models.gin
deleted file mode 100644
index 7c7f289..0000000
--- a/presets/gtauav_balanced/models.gin
+++ /dev/null
@@ -1,11 +0,0 @@
-# Architecture: shared DINOv3 WEB encoder + DGTRS-CLIP text + MONA in last 12/24 blocks.
-ModelsConfig.dino_web_path = 'nn_models/DINO_WEB/dinov3-vitl16-pretrain-lvd1689m.pth'
-ModelsConfig.dino_sat_path = 'nn_models/DINO_SAT/model.safetensors'
-ModelsConfig.lrsclip_path = 'nn_models/LRSCLIP/DGTRS-CLIP-ViT-L-14.pt'
-ModelsConfig.stripnet_path = 'nn_models/STRIPNET/stripnet_s.pth'
-ModelsConfig.backbone = 'dinov3'
-ModelsConfig.shared_encoder = True
-ModelsConfig.baseline_mode = False
-ModelsConfig.init_gate = 0.7
-ModelsConfig.mona_bottleneck = 64
-ModelsConfig.mona_last_n_blocks = 12
\ No newline at end of file
diff --git a/presets/gtauav_balanced/pipeline.gin b/presets/gtauav_balanced/pipeline.gin
deleted file mode 100644
index 20096fd..0000000
--- a/presets/gtauav_balanced/pipeline.gin
+++ /dev/null
@@ -1,13 +0,0 @@
-# Pipeline: GTA-UAV-LR with text captions (servml workstation paths).
-PipelineConfig.train_json = 'meta/train_80.json'
-PipelineConfig.test_json = 'meta/test_20.json'
-PipelineConfig.rgb_root = '/home/servml/Документы/datasets/GTA-UAV-LR'
-PipelineConfig.caption_root = '/home/servml/Документы/datasets/GTA-UAV-LR-captions'
-PipelineConfig.filter_meta = 'meta/seg_filter.json'
-PipelineConfig.epochs = 10
-PipelineConfig.warmup_epochs = 2
-PipelineConfig.eval_every = 1
-PipelineConfig.seed = 42
-PipelineConfig.output_dir = 'out/gtauav/with_text'
-PipelineConfig.resume_from = None
-
diff --git a/presets/gtauav_balanced/tracking.gin b/presets/gtauav_balanced/tracking.gin
deleted file mode 100644
index 3942497..0000000
--- a/presets/gtauav_balanced/tracking.gin
+++ /dev/null
@@ -1,7 +0,0 @@
-# Diagnostics off by default; flip on per experiment.
-TrackingConfig.use_wandb = False
-TrackingConfig.use_tb = True
-TrackingConfig.log_grad_norms = True
-TrackingConfig.use_gradcam = False
-TrackingConfig.gradcam_every = 5
-TrackingConfig.use_profiler = False
diff --git a/presets/gtauav_balanced/training.gin b/presets/gtauav_balanced/training.gin
deleted file mode 100644
index 9adb893..0000000
--- a/presets/gtauav_balanced/training.gin
+++ /dev/null
@@ -1,23 +0,0 @@
-# Loss + optimizer + sampler — the training recipe.
-TrainingConfig.loss_type = 'symmetric'
-TrainingConfig.tau_init = 0.07
-TrainingConfig.tau_min = 0.01
-TrainingConfig.tau_max = 0.1
-TrainingConfig.learnable_temperature = True
-TrainingConfig.label_smoothing = 0.1
-TrainingConfig.weight_q2g = 0.6
-TrainingConfig.weight_g2q = 0.4
-TrainingConfig.hard_mining_k = 0
-TrainingConfig.neg_bank_size = 0
-
-TrainingConfig.learning_rate = 1e-4
-TrainingConfig.text_lr_factor = 0.1
-TrainingConfig.weight_decay = 1e-4
-TrainingConfig.grad_clip = 1.0
-
-TrainingConfig.sampler_type = 'mutex'
-TrainingConfig.dss_warmup_epochs = 1
-TrainingConfig.dss_reembed_every = 1
-TrainingConfig.dss_knn_device = 'cuda'
-TrainingConfig.dss_use_lsh = False
-