{
  "product": "loudink-v1",
  "version": "0.4.0",
  "pipeline_namespace": "loudink_v1",
  "runner_kind": "loudink_v1",
  "gate_mode": "warn",
  "hf_repo": "nsalerni/flowcast-loudink-v1",
  "predecessor": "nsalerni/flowcast-v5-lite",
  "writer_model_config": "configs/model_v5_lfm25_1_2b.yaml",
  "writer_base_model": "mlx-community/LFM2.5-1.2B-Instruct-4bit",
  "writer_adapter_path": "writer",
  "writer_checkpoint": "promoted_core_100.safetensors",
  "writer_unified_adapter_path": "writer_unified",
  "writer_unified_adapter_teacher": "artifacts/sft_loudink_v1_teacher/adapters",
  "writer_unified_adapter_rft_v03": "artifacts/sft_loudink_v1_rft/adapters",
  "writer_unified_adapter_baseline": "artifacts/sft_v5_5_lite_unified/adapters",
  "writer_unified_notes": "v0.4 daily RFT + micro gold: daily-mac writing neural 86.4% / shipped 100% / p50 181ms. Beats v5-lite honesty and product daily-mac bars.",
  "writer_use_prompt_kv_cache": true,
  "writer_chat_template_family": "lfm25",
  "ir_model_config": "configs/model_v4_functiongemma.yaml",
  "ir_base_model": "mlx-community/functiongemma-270m-it-4bit",
  "ir_adapter_path": "ir",
  "ir_adapter_fallback": "artifacts/sft_v5_functiongemma_ir_v5/adapters",
  "ir_checkpoint": "adapters.safetensors",
  "ir_prompt_mode": "verbose",
  "ir_use_prompt_kv_cache": true,
  "ir_max_tokens": 96,
  "ir_chat_template_family": "functiongemma",
  "learned_router_path": "router.json",
  "use_learned_router": true,
  "transcript_first_ir": true,
  "intent_fast_path": true,
  "disable_fast_paths": false,
  "hybrid_paraphrase_adapter": false,
  "two_pass_longform": false,
  "polish_mode": "structural",
  "structural_polish_on_markers": true,
  "prompt_mode": "verbose",
  "json_early_stop": true,
  "hot_download_mb_primary": 850,
  "hot_download_mb_hard": 900,
  "architecture": "C_dual_writer_ir",
  "alternative_e_writing_first_canary": false,
  "suite_versions": {
    "user_demand_writing": "n81_v1",
    "user_demand_paraphrase": "n15_v1",
    "user_demand_ir": "n112_v1",
    "user_demand_intent": "n14_v1",
    "user_demand_computer_shipped": "n126_v1",
    "daily_mac": "daily_mac_v1_n56"
  },
  "metrics_v04": {
    "daily_mac_overall_shipped": 1.0,
    "daily_mac_writing_shipped": 1.0,
    "daily_mac_writing_neural": 0.8636,
    "daily_mac_writing_p50_ms": 181,
    "daily_mac_computer_shipped": 1.0,
    "daily_mac_multi_step_shipped": 1.0,
    "ir_honesty_neural_n112": 0.4643,
    "user_demand_writing_shipped_v03": 1.0,
    "user_demand_writing_neural_v03": 0.8025
  },
  "targets_canary": {
    "writing_neural_printed": 0.55,
    "writing_shipped_min": 0.92,
    "polish_lift_max": 0.3,
    "writing_neural_effective_joint": 0.62,
    "user_demand_ir_neural_min": 0.35,
    "user_demand_ir_neural_relative_pp": 0.08,
    "computer_shipped_min": 0.97,
    "combined_shipped_min": 0.95,
    "intent_neural_report_only": true,
    "hot_download_mb_hard": 900,
    "dictation_p50_ms_max": 150,
    "model_invoked_dictation_p50_ms_warn": 400
  },
  "targets_ga": {
    "writing_neural_printed": 0.65,
    "writing_shipped_min": 0.95,
    "polish_lift_max": 0.25,
    "writing_neural_effective_joint": 0.7,
    "user_demand_ir_neural_min": 0.45,
    "computer_shipped_min": 0.97,
    "combined_shipped_min": 0.97,
    "intent_neural_min_optional": 0.7,
    "hot_download_mb_primary": 850,
    "hot_download_mb_hard": 900,
    "dictation_p50_ms_max": 250,
    "model_invoked_dictation_p50_ms_max": 350,
    "writing_fast_path_rate_max": 0.4,
    "daily_mac_writing_neural_min": 0.8,
    "daily_mac_writing_p50_ms_max": 250
  },
  "notes": "0.4.0: Daily-Mac product max. Writer RFT-daily + micro gold; IR honesty SFT; structural polish; sequence/Finder/Gmail/Shortcuts/search fast paths. Next line: loudink-v1.1 (record-and-replay skills, expanded real-world benches)."
}