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SAVANT-RRF-MADE-SymbioticModel

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SAVANT-RRF-MADE-SymbioticModel
File size: 2,217 Bytes
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{
  "adaptive_state": {
    "meta": {
      "fusion_mode": "SAVANT\u2013\u03a64.1\u221e+ symbiotic",
      "fusion_timestamp": "2025-10-09"
    },
    "resonance_vector": [
      0.006346969060972333
    ]
  },
  "architectures": [
    "BertModel"
  ],
  "attention_probs_dropout_prob": 0.1,
  "classifier_dropout": null,
  "dtype": "float32",
  "geometry": "icosa-dodeca-resonant",
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 384,
  "initializer_range": 0.02,
  "intermediate_size": 1536,
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 6,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "problem_type": "single_label_classification",
  "rrf_mode": "\u03a64.1\u221e+",
  "rrf_profile": {
    "branch": "+\u221e",
    "embed_fiber_dim": 384,
    "embedder": {
      "base_model": "sentence-transformers/all-MiniLM-L6-v2",
      "hf_model_id": "antonypamo/RRFSAVANTMADE",
      "max_seq_length": 256,
      "output_dim": 384
    },
    "geometry": "icosa-dodeca-resonant",
    "mode_family": "\u03a6",
    "mode_id": "\u03a64.1\u221e+",
    "phi_order": 4.1,
    "savant_engine": {
      "ceremonies": [
        {
          "description": "Alinear base interna del embedder con el espectro \u03a6/icosa\u00e9drico",
          "id": "pre_align",
          "kind": "spectral_init"
        },
        {
          "dataset_size": 363,
          "id": "resonant_finetune",
          "kind": "contrastive",
          "loss": "CosineSimilarityLoss",
          "reference": "RRF similarity corpus 2025"
        },
        {
          "description": "Normalizaci\u00f3n y estabilizaci\u00f3n resonante post-ajuste",
          "id": "integration_pass",
          "kind": "self_supervised"
        }
      ],
      "ceremony_mode": "cemones-\u03a64.1\u221e+",
      "engine_name": "SavantEngine-RRF-Made",
      "engine_version": "main"
    },
    "symbiotic": true,
    "symbiotic_energy": -0.695067822933197
  },
  "symbiotic_energy": -0.695067822933197,
  "transformers_version": "4.57.1",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 30522
}