model_manifest.json

{
  "schema_version": "1.0",
  "name": "event_type",
  "task": "event_type",
  "stage": "2 · router — accident/disaster/crime",
  "version": "cf651b4757647",
  "repo_id": "saidylive/newsintel-event-type",
  "base_model": "xlm-roberta-base",
  "labels": [
    "accident",
    "disaster",
    "crime"
  ],
  "thresholds": {
    "accident": 0.675,
    "disaster": 0.75,
    "crime": 0.55
  },
  "max_length": 256,
  "input": {
    "kind": "text"
  },
  "output": {
    "kind": "sigmoid-multilabel",
    "apply": "p = sigmoid(logits); fired[i] = p[i] >= thresholds[labels[i]]"
  },
  "artifacts": {
    "onnx_int8": "model_int8.onnx",
    "onnx_fp32": "model.onnx",
    "tokenizer": ".",
    "thresholds": "event_type_thresholds.json"
  },
  "metrics": {
    "labels": [
      "accident",
      "disaster",
      "crime"
    ],
    "thresholds": {
      "accident": 0.675,
      "disaster": 0.75,
      "crime": 0.55
    },
    "macro_f1": 0.8841171729625042,
    "micro_f1": 0.8969539857420609,
    "is_event": {
      "precision": 0.9013906447534766,
      "recall": 0.9596231493943472,
      "f1": 0.9295958279009127
    },
    "config": {
      "model_name": "xlm-roberta-base",
      "epochs": 3,
      "batch_size": 16,
      "lr": 2e-05,
      "max_length": 256,
      "pos_weight_cap": 10.0,
      "seed": 13
    }
  },
  "created_utc": "2026-07-20T09:39:26+00:00"
}