Datasets:

tuxevil
/

Home-Assistant-Requests-V5.2-Native-Strict

	{
	"contract_version": "ha-native-tool-calling-v2",
	"home_assistant_schema_branch": "2026.7.4",
	"home_assistant_schema_retrieved": "2026-08-01",
	"native_tool_source": "homeassistant/helpers/llm.py + homeassistant/components/homeassistant/llm.py",
	"home_assistant_source_sha256": "8b93332eedb63b96ed78dc1bc29ea772de737135e9c8e62b316d24b94bbfa1e4",
	"native_tool_names": [
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	"HassCancelTimer",
	"HassClimateSetTemperature",
	"HassHumidifierMode",
	"HassHumidifierSetpoint",
	"HassLightSet",
	"HassListAddItem",
	"HassMediaNext",
	"HassMediaPause",
	"HassMediaUnpause",
	"HassPauseTimer",
	"HassSetPosition",
	"HassSetVolume",
	"HassStartTimer",
	"HassToggle",
	"HassTurnOff",
	"HassTurnOn",
	"HassUnpauseTimer",
	"HassVacuumReturnToBase",
	"HassVacuumStart"
	],
	"dataset": "Home-Assistant-Requests-V5.1-Native-Strict",
	"source_dataset": "acon96/Home-Assistant-Requests-V2",
	"seed": 3407,
	"selection": {
	"train_per_tool": 800,
	"eval_per_tool": 80,
	"max_entities_in_static_context": 8,
	"ha_intents_max_per_tool": 300,
	"official_conformance_holdouts": true,
	"fill_readiness_gaps": true
	},
	"counts": {
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	"validation": 530,
	"test": 633
	},
	"native_tool_call_counts": {
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	"HassCancelTimer": 454,
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	"HassHumidifierSetpoint": 146,
	"HassLightSet": 509,
	"HassListAddItem": 145,
	"HassMediaNext": 185,
	"HassMediaPause": 185,
	"HassMediaUnpause": 190,
	"HassPauseTimer": 145,
	"HassSetPosition": 146,
	"HassSetVolume": 146,
	"HassStartTimer": 146,
	"HassToggle": 339,
	"HassTurnOff": 557,
	"HassTurnOn": 246,
	"HassUnpauseTimer": 145,
	"HassVacuumReturnToBase": 259,
	"HassVacuumStart": 149
	},
	"public_sources": [
	{
	"dataset": "enfuse/joint-intent-slot-smarthome",
	"revision": "39056ca057ae92d71fb7a272f7960567e55dca70",
	"license": "Apache-2.0",
	"raw_rows": 2016,
	"unique_texts": 1200,
	"accepted_unique": 890,
	"unmappable_rows": 314,
	"conflicting_texts": 124,
	"tool_counts": {
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	"HassClimateSetTemperature": 45,
	"HassLightSet": 442,
	"HassTurnOff": 158,
	"HassTurnOn": 85
	},
	"split_policy": "train-only",
	"contract_accepted": 890,
	"contract_rejected": 0
	},
	{
	"dataset": "home-assistant/intents",
	"revision": "35466626accc5699203fc20a1af470ff173a7893",
	"license": "CC-BY-4.0",
	"attribution": "Home Assistant intents contributors",
	"raw_target_sentences": 5251,
	"unique_texts": 5145,
	"contract_candidates": 3140,
	"accepted_unique": 3065,
	"selected": 1474,
	"max_per_tool": 300,
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	"rejection_reasons": {
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	"entity_name_required": 355,
	"invalid_slot_value": 12,
	"unsupported_slots": 1677
	},
	"tool_counts": {
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	"HassListAddItem": 237,
	"HassPauseTimer": 247,
	"HassSetPosition": 117,
	"HassSetVolume": 230,
	"HassStartTimer": 300,
	"HassUnpauseTimer": 244
	},
	"selected_languages": {
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	"bg": 38,
	"ca": 40,
	"cs": 40,
	"cy": 9,
	"da": 35,
	"de": 239,
	"de-CH": 32,
	"el": 30,
	"en": 34,
	"es": 35,
	"fi": 37,
	"fr": 62,
	"ga": 6,
	"gl": 47,
	"gu": 4,
	"he": 11,
	"hi": 4,
	"hr": 36,
	"hu": 34,
	"is": 2,
	"it": 44,
	"lb": 2,
	"lt": 2,
	"nb": 32,
	"ne": 33,
	"nl": 58,
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	"pt": 34,
	"pt-BR": 6,
	"ro": 26,
	"ru": 22,
	"sk": 32,
	"sl": 32,
	"sr": 31,
	"sr-Latn": 31,
	"sv": 28,
	"th": 114,
	"uk": 12,
	"vi": 6,
	"zh-CN": 37,
	"zh-HK": 24,
	"zh-TW": 33
	},
	"split_policy": "trusted-conformance-holdout-first",
	"contract_accepted": 1474,
	"contract_rejected": 0,
	"split_allocation": {
	"policy": "trusted-conformance-holdout-first",
	"margin": 2,
	"allocated": {
	"train": {
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	"HassPauseTimer": 100,
	"HassSetPosition": 73,
	"HassSetVolume": 101,
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	"HassUnpauseTimer": 100
	},
	"validation": {
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	"HassSetPosition": 22,
	"HassSetVolume": 22,
	"HassStartTimer": 22,
	"HassUnpauseTimer": 22
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	"HassListAddItem": 22,
	"HassPauseTimer": 22,
	"HassSetPosition": 22,
	"HassSetVolume": 22,
	"HassStartTimer": 22,
	"HassUnpauseTimer": 22
	}
	},
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	}
	}
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	"coverage_supplement": {
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	"margin": 2,
	"generated_rows": {
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	"test": 239
	},
	"generated_tool_rows": {
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	"HassHumidifierSetpoint": 101,
	"HassSetPosition": 26
	},
	"validation": {
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	"HassHumidifierMode": 22,
	"HassHumidifierSetpoint": 22,
	"HassLightSet": 22,
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	"HassMediaPause": 17,
	"HassMediaUnpause": 17,
	"HassTurnOn": 11,
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	"HassVacuumStart": 3
	},
	"test": {
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	},
	"generated_direct_rows": {
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	},
	"generated_multi_call_rows": {
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	}
	},
	"rejected_sample_count": 5793,
	"training_readiness": {
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	"failures": [],
	"splits": {
	"train": {
	"rows": 3806,
	"direct_rows": 340,
	"multi_call_rows": 78,
	"tool_call_counts": {
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	"HassCancelTimer": 348,
	"HassClimateSetTemperature": 101,
	"HassHumidifierMode": 102,
	"HassHumidifierSetpoint": 102,
	"HassLightSet": 446,
	"HassListAddItem": 101,
	"HassMediaNext": 141,
	"HassMediaPause": 141,
	"HassMediaUnpause": 146,
	"HassPauseTimer": 101,
	"HassSetPosition": 102,
	"HassSetVolume": 102,
	"HassStartTimer": 102,
	"HassToggle": 289,
	"HassTurnOff": 497,
	"HassTurnOn": 183,
	"HassUnpauseTimer": 101,
	"HassVacuumReturnToBase": 209,
	"HassVacuumStart": 105
	}
	},
	"validation": {
	"rows": 530,
	"direct_rows": 52,
	"multi_call_rows": 4,
	"tool_call_counts": {
	"GetLiveContext": 22,
	"HassCancelTimer": 51,
	"HassClimateSetTemperature": 22,
	"HassHumidifierMode": 22,
	"HassHumidifierSetpoint": 22,
	"HassLightSet": 22,
	"HassListAddItem": 22,
	"HassMediaNext": 22,
	"HassMediaPause": 22,
	"HassMediaUnpause": 22,
	"HassPauseTimer": 22,
	"HassSetPosition": 22,
	"HassSetVolume": 22,
	"HassStartTimer": 22,
	"HassToggle": 26,
	"HassTurnOff": 33,
	"HassTurnOn": 22,
	"HassUnpauseTimer": 22,
	"HassVacuumReturnToBase": 22,
	"HassVacuumStart": 22
	}
	},
	"test": {
	"rows": 633,
	"direct_rows": 102,
	"multi_call_rows": 22,
	"tool_call_counts": {
	"GetLiveContext": 52,
	"HassCancelTimer": 55,
	"HassClimateSetTemperature": 22,
	"HassHumidifierMode": 22,
	"HassHumidifierSetpoint": 22,
	"HassLightSet": 41,
	"HassListAddItem": 22,
	"HassMediaNext": 22,
	"HassMediaPause": 22,
	"HassMediaUnpause": 22,
	"HassPauseTimer": 22,
	"HassSetPosition": 22,
	"HassSetVolume": 22,
	"HassStartTimer": 22,
	"HassToggle": 24,
	"HassTurnOff": 27,
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	"HassUnpauseTimer": 22,
	"HassVacuumReturnToBase": 28,
	"HassVacuumStart": 22
	}
	}
	}
	},
	"notes": [
	"V2 rows filtered for official native tools, valid JSON arguments, and train_on_turn.",
	"System personas removed; only grounded Home Assistant policy and short exposed context retained.",
	"GetLiveContext added using the official homeassistant integration schema.",
	"Licensed public augmentation is opt-in and pinned by revision.",
	"Official conformance holdouts and deficit-only fixtures are explicit opt-ins.",
	"Track B native tool calling is intentionally separate from ha-action-v3."
	],
	"pipeline_version": "v0.5.2",
	"_audit_fixed": 1785681535
	}