{
  "dataset": "Home-Assistant-Requests-V5.1-Native-Strict",
  "contract_version": "ha-native-tool-calling-v2",
  "generated_at": "2026-08-01T12:30:51-05:00",
  "seed": 3407,
  "base_dataset": {
    "repository": "tuxevil/Home-Assistant-Requests-V5-Native",
    "revision": "fbf847bb63cfb2e49a36435412d610ac8993e8fc",
    "upstream_repository": "acon96/Home-Assistant-Requests-V2",
    "upstream_revision_observed": "29ac1a80b7185e7b4c2c9e43b7e4fe71531ec434",
    "license": "MIT",
    "input_sha256": {
      "train": "20b882262d3facc7c41a48135f6ba07f7edd89345af27c1b98e8529e6da625e2",
      "validation": "a786ddd9954fc79724f08ad614c3c4431545b5c1d236e34c7488fa09bafd8a1a",
      "test": "d537b28ba370b3daeb8f733402ad11dd933c088d917884ac79ed1c8e73f1b26b"
    }
  },
  "enfuse": {
    "repository": "enfuse/joint-intent-slot-smarthome",
    "revision": "39056ca057ae92d71fb7a272f7960567e55dca70",
    "license": "Apache-2.0",
    "input_sha256": "4cab14301b1d13c711169a2c30dac5acea1f0266ca8431f03610b6c236f3dd36"
  },
  "home_assistant_intents": {
    "repository": "home-assistant/intents",
    "revision": "35466626accc5699203fc20a1af470ff173a7893",
    "license": "CC-BY-4.0",
    "attribution": "Home Assistant intents contributors"
  },
  "tokenizer": {
    "repository": "unsloth/Qwen3-4B-Instruct-2507",
    "revision": "992063681dc2f7de4ee976110199552935cad284",
    "transformers": "4.57.6",
    "jinja2": "3.1.6",
    "max_seq_length": 4096
  },
  "builder_sha256": {
    "build_ha_requests_v5_native.py": "171cafc6fd86b094a706fd8a18bfb90d980e805eb138f3d2d310d3c147d9121e",
    "ha_public_dataset_sources.py": "1d4977bc959e262adb63f5a12b6d74c816f14485ef9d0678d9057c451e6f5e53",
    "ha_official_intents_source.py": "f56d216b4a179fb56a06f2eeb32e01172ce90f4c00a0ccf3df55a3f53e5bb8a4",
    "ha_native_coverage_fixtures.py": "b6008153427c6a0ef9b8e6cbc17f5f85629d2cf207321511f1b9625a05bcd5cd",
    "audit_ha_native_contract.py": "c934451d648ce4090439870f7c900b5b1815f0cbdab875035e9234e2e9c07acf",
    "audit_ha_native_dataset.py": "0a5c698de512215e8aef6b6571296b1241bf58ca4f22cbba65cbfe07243fa76a",
    "ha_completion_mask.py": "d0dd8a8177676105358050e30c49279feba603074a75e92b40da2fd45de097c8"
  },
  "build_command": "python3 IA/build_ha_requests_v5_native.py --train /tmp/ha-v05-dataset/train.jsonl --validation /tmp/ha-v05-dataset/validation.jsonl --test /tmp/ha-v05-dataset/test.jsonl --out /tmp/ha-v051-ready --enfuse-train-jsonl /tmp/hf-ha-public/enfuse__joint-intent-slot-smarthome/train.jsonl --ha-intents-tests-dir /tmp/home-assistant-intents/tests --ha-intents-max-per-tool 300 --ha-intents-use-conformance-holdouts --fill-readiness-gaps --max-entities 8",
  "output_sha256": {
    "train.jsonl": "6c238b83ab79bcc7ae99adbc7eba4c62c0626f3d599cde50fa1866e287d35709",
    "validation.jsonl": "6214151b295b126f2a4bfac577ab61c5ea32497a5e141ab052e63437e80845d9",
    "test.jsonl": "efb4d06499612f077df0cdbacf927374a363bfa18febe38c0887d295542e6ad2",
    "metadata.json": "176df85d466dbd024556452493b9e0c50586717881481942dc704abce304168a",
    "audit.json": "4619f7eeda8434c1b9e4e58888f2264d083bf55ee2b532aa6714717ff47e25b8",
    "token_audit.json": "fe6a852941b06a9bb018589863d135a6097e9f8b8b9472556a00fc8cbb09549d"
  },
  "gates": {
    "structural_ready": true,
    "token_ready": true
  },
  "dataset_version": "v0.5.2",
  "augmentation": {
    "negatives_added": 800,
    "multi_call_added": 440,
    "source": "synthetic-from-entity-templates-and-positive-combinations",
    "augmented_train_size": 5046,
    "original_train_size": 3806
  }
}