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results.json

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+{
+  "dataset": "luxury-lakehouse/football2vec-training-data",
+  "dataset_sha_pinned": "5eb1bfc3be549c56fc1256936aa53fd7f2393d8f",
+  "stage1_model_repo": "luxury-lakehouse/football2vec-v2",
+  "stage1_sha_pinned": "bf102a57c9575cbfddf7661ba7a3ebe29de3c124",
+  "shared_config": {
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+    "num_layers": 4,
+    "num_heads": 6,
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+    "mask_prob": 0.22,
+    "spatial_mlp_dim": 64,
+    "pooling_type": "cls",
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+    "position_embedding": "learnable",
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+    "batch_size": 256,
+    "adversary_architecture": "linear",
+    "lambda_schedule_shape": "linear",
+    "lambda_max": 0.2,
+    "lambda_warmup_epochs": 5,
+    "dataset": "luxury-lakehouse/football2vec-training-data",
+    "stage1_model_repo": "luxury-lakehouse/football2vec-v2"
+  },
+  "epochs": 30,
+  "seed": 42,
+  "fitness_formula": "0.4 * mlm_score + 0.6 * debias_score",
+  "L_0": 0.7412641498777601,
+  "pool_backends": [
+    "LocalCudaBackend",
+    "RemoteSSHBackend",
+    "RemoteSSHBackend"
+  ],
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+      "variant": "linear",
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+      "variant": "residual_mlp",
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+      "variant": "dual_head_ensemble",
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+    }
+  ]
+}