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AKSARA-CLM-v1

Text Generation
Indonesian
aksara
cognitive-language-model
indonesian
bahasa-indonesia
knowledge-representation
explicit-reasoning
morphology
semantic-parsing
common-sense
graph-of-states
Eval Results (legacy)
Model card Files
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AKSARA-CLM-v1
File size: 2,307 Bytes
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{
  "state": {
    "phase_index": 4,
    "epoch_index": 5,
    "global_step": 8440,
    "best_metric": 1.857707867548929,
    "metrics": {
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      "running_terms": {
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        "gos_coherence": 1246.1481617949903,
        "multi_state_margin": 1679.8049648925662
      },
      "last_batch": {
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        "semantic_alignment": 0.0810413584113121,
        "gos_coherence": 0.7358924970030785,
        "multi_state_margin": 1.115578532218933
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    },
    "config_snapshot": {
      "seed": 42,
      "device": "cuda",
      "curriculum": {
        "phase_index": 4,
        "objectives": {
          "state_consistency": 1.0,
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          "semantic_alignment": 1.0,
          "gos_coherence": 0.1,
          "multi_state_margin": 1.0
        },
        "phase_advanced": true
      },
      "model": {
        "vocab_size": 5000,
        "affix_vocab_size": 40,
        "kbbi_input_dim": 16,
        "bsu_config": {
          "d_morpheme": 64,
          "d_semantic": 64,
          "d_role": 32,
          "d_context": 64,
          "dropout": 0.1
        },
        "meb_config": {
          "n_layers": 4,
          "n_dep_heads": 4,
          "dropout": 0.1
        }
      }
    }
  },
  "metadata": {
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    "diagnostics": {
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      },
      "last_batch": {
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        "constraint_satisfaction": 0.09194006177131087,
        "semantic_alignment": 0.0810413584113121,
        "gos_coherence": 0.7358924970030785,
        "multi_state_margin": 1.115578532218933
      },
      "validation": {},
      "test": {},
      "avg_loss": 1.857707867548929
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  }
}