config.json

{
  "model_type": "jnu_tsb",
  "architectures": [
    "JNUTSBModel"
  ],
  "repo_id": "HONGRIZON/JNU-TSB",
  "project_name": "JNU-TSB",
  "project_full_name": "Jeju National University Time-Series Bridge",
  "description": "한국어 뉴스 기반 공변량 추출과 Chronos-2 시계열 예측을 연결하는 교육용 Time-LLM-style router.",
  "chronos_model_id": "amazon/chronos-2",
  "llm_model_id": "EleutherAI/polyglot-ko-1.3b",
  "timestamp_column": "timestamp",
  "target_column": "target",
  "id_column": "item_id",
  "default_item_id": "series_0",
  "prediction_length": 5,
  "quantile_levels": [
    0.1,
    0.5,
    0.9
  ],
  "event_categories": [
    "earnings",
    "product",
    "macro",
    "regulation",
    "supply_chain",
    "competition",
    "other"
  ],
  "covariate_columns": [
    "cov_earnings_count",
    "cov_product_count",
    "cov_macro_count",
    "cov_regulation_count",
    "cov_supply_chain_count",
    "cov_competition_count",
    "cov_other_count",
    "cov_sentiment_pos_count",
    "cov_sentiment_neg_count",
    "cov_sentiment_neu_count",
    "cov_news_count",
    "cov_sentiment_mean",
    "cov_confidence_mean",
    "cov_event_score"
  ],
  "use_llm_extractor": true,
  "allow_naive_fallback": true,
  "auto_map": {
    "AutoConfig": "configuration_jnu_tsb.JNUTSBConfig",
    "AutoModel": "modeling_jnu_tsb.JNUTSBModel"
  },
  "custom_pipelines": {
    "jnu-tsb": {
      "impl": "pipeline.JNUTSBPipeline",
      "pt": [
        "AutoModel"
      ],
      "type": "multimodal"
    }
  }
}