{
  "repo_id": "marinarosa/minicpm5-vivamais-text-sft-v4",
  "source_volume": "minicpm5-vivamais-v4-rio-safety-data",
  "source_files": {
    "train": "/data/minicpm5_v4_rio_sft.jsonl",
    "eval": "/data/vivamais_qa_eval.jsonl",
    "teacher": "/data/teacher_distill_v4_rio.jsonl"
  },
  "model_repo": "marinarosa/minicpm5-1b-vivamais-v4",
  "gguf_repo": "marinarosa/minicpm5-1b-vivamais-v4-GGUF",
  "base_model": "marinarosa/minicpm5-1b-vivamais-v1",
  "upstream_model": "openbmb/MiniCPM5-1B",
  "teacher_model": "prefeitura-rio/Rio-3.1-Open-4B-Instruct",
  "training": {
    "rows": 4000,
    "buckets": {
      "generic_ptbr_conversation": 28,
      "teacher_distilled_chat": 80,
      "vivamais_domain_qa": 1511,
      "vivamais_grounding_negative": 2381
    },
    "sources": {
      "rio31_teacher_distill": 80,
      "vivamais_eval_seed": 1511,
      "vivamais_generic_ptbr_seed": 28,
      "vivamais_synthetic_negative": 831,
      "vivamais_unknown_eval_seed": 1550
    },
    "weights": {
      "public": 0.0,
      "teacher": 0.02,
      "domain": 0.38,
      "travel_vocab": 0.0,
      "negative": 0.6,
      "generic": 0.0
    },
    "teacher_rows_accepted": 80,
    "teacher_rows_rejected": 5,
    "assistant_accent_normalized_rows": 2902,
    "epochs": 2.0,
    "steps": 500,
    "train_runtime_seconds": 1319,
    "train_loss": 0.2231,
    "learning_rate": 1e-05,
    "context_length": 8192,
    "per_device_batch_size": 2,
    "gradient_accumulation_steps": 8,
    "effective_batch_size": 16,
    "lora_rank": 16,
    "lora_alpha": 32,
    "lora_dropout": 0.05,
    "gpu": "A100"
  },
  "evals": {
    "baseline_vivamais": {
      "model": "marinarosa/minicpm5-1b-vivamais-v1",
      "average_score": 0.5042194092827004,
      "pass_rate": 0.4050632911392405,
      "count": 158,
      "leakage_failures": 54,
      "unknown_failures": 18
    },
    "candidate_vivamais": {
      "model": "marinarosa/minicpm5-1b-vivamais-v4",
      "average_score": 0.5569620253164557,
      "pass_rate": 0.44936708860759494,
      "count": 158,
      "leakage_failures": 55,
      "unknown_failures": 11,
      "gate_passed": false,
      "category_scores": {
        "conversation_grounding": 0.6666666666666666,
        "dates": 0.7222222222222222,
        "document_status": 0.75,
        "entity_isolation": 0.8333333333333334,
        "long_context_distractor": 0.625,
        "not_enough_information": 0.05555555555555555,
        "outstanding_balance": 0.5416666666666666,
        "passenger_flight_lookup": 0.46774193548387094,
        "payment_status": 0.6,
        "pipeline_stage": 0.75,
        "quote_status": 0.75,
        "what_is_missing": 0.25
      }
    },
    "baseline_generic": {
      "model": "marinarosa/minicpm5-1b-vivamais-v1",
      "average_score": 0.5813953488372093,
      "pass_rate": 0.5813953488372093,
      "count": 43
    },
    "candidate_generic": {
      "model": "marinarosa/minicpm5-1b-vivamais-v4",
      "average_score": 0.627906976744186,
      "pass_rate": 0.627906976744186,
      "count": 43,
      "category_scores": {
        "customer_service": 0.625,
        "entity_isolation": 0.4,
        "grounded_refusal": 0.8333333333333334,
        "payment_math": 0.6666666666666666,
        "summary_rewrite": 0.5714285714285714,
        "travel_qa": 0.3333333333333333,
        "whatsapp_style": 1.0
      }
    }
  },
  "privacy": "synthetic_or_redacted_placeholders_only_no_raw_client_data",
  "published_despite_internal_gate": true,
  "gate_note": "Average scores improved over v1, but dashboard leakage failures remained 55 vs v1 54."
}