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AnatomyFlaws-v15.5_dinov3_7b_bnb_fl.config.json

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+{
+  "data_root": "data",
+  "wandb_project": "lumi-classifiers",
+  "resume": null,
+  "base": "AnatomyFlaws",
+  "rev": "v15.5_dinov3_7b_bnb_fl",
+  "arch": "class",
+  "name": "AnatomyFlaws-v15.5_dinov3_7b_bnb_fl",
+  "base_vision_model": "dinov3-vit7b16-pretrain-lvd1689m-8bit",
+  "embed_ver": "fb_dinov3_vit7b16_pretrain_lvd1689m_8bit_DINOv3_8bit_BnB",
+  "data_mode": "embeddings",
+  "is_end_to_end": false,
+  "features": 4096,
+  "preload_data": true,
+  "hidden_dim": 1536,
+  "use_attention": true,
+  "num_attn_heads": 32,
+  "attn_dropout": 0.218,
+  "num_res_blocks": 4,
+  "dropout_rate": 0.218,
+  "output_mode": "linear",
+  "lr": "1e-4",
+  "batch": 64,
+  "loss_function": "focal",
+  "optimizer": "adabelief",
+  "betas": [
+    0.9,
+    0.999
+  ],
+  "eps": "1e-8",
+  "weight_decay": "1e-3",
+  "max_train_epochs": null,
+  "max_train_steps": 3500,
+  "precision": "bf16",
+  "nsave": 100,
+  "val_split_count": 241,
+  "seed": 218,
+  "num_workers": 0,
+  "save_full_model": false,
+  "log_every_n": 10,
+  "validate_every_n": 34,
+  "focal_loss_gamma": 2.0,
+  "rectify": true,
+  "weight_decouple": true,
+  "gamma": 0.005,
+  "r_sf": 0.0,
+  "wlpow_sf": 2.0,
+  "state_precision": "parameter",
+  "adaptive_clip": 1.0,
+  "adaptive_clip_eps": "1e-3",
+  "scheduler_name": "RexAnnealingWarmRestarts",
+  "scheduler_gamma": 0.95,
+  "scheduler_cycle_multiplier": 1.0,
+  "scheduler_first_cycle_max_steps": 350,
+  "scheduler_min_lr": "1e-7",
+  "scheduler_warmup_steps": 50,
+  "labels": {
+    "0": "Bad Anatomy",
+    "1": "Good Anatomy"
+  },
+  "weights": [
+    1.0,
+    1.0
+  ],
+  "num_labels": 2,
+  "steps_per_epoch": 67,
+  "num_train_epochs": 53,
+  "num_classes": 2
+}

AnatomyFlaws-v15.5_dinov3_7b_bnb_fl_s3K_best_val.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:9628a91579419b1da4883a79763dc9b04ce14e489578fb37139674c6efd73ca9
+size 607524256