| { |
| "contract_version": "ha-native-tool-calling-v1", |
| "home_assistant_schema_branch": "dev", |
| "home_assistant_schema_retrieved": "2026-07-29", |
| "native_tool_source": "homeassistant/components/homeassistant/llm.py", |
| "native_tool_names": [ |
| "GetLiveContext", |
| "HassCancelTimer", |
| "HassClimateSetTemperature", |
| "HassHumidifierMode", |
| "HassHumidifierSetpoint", |
| "HassLightSet", |
| "HassListAddItem", |
| "HassMediaNext", |
| "HassMediaPause", |
| "HassMediaUnpause", |
| "HassPauseTimer", |
| "HassSetPosition", |
| "HassSetVolume", |
| "HassStartTimer", |
| "HassToggle", |
| "HassTurnOff", |
| "HassTurnOn", |
| "HassUnpauseTimer", |
| "HassVacuumReturnToBase", |
| "HassVacuumStart" |
| ], |
| "dataset": "Home-Assistant-Requests-V5-Native", |
| "source_dataset": "acon96/Home-Assistant-Requests-V2", |
| "seed": 3407, |
| "selection": { |
| "train_per_tool": 600, |
| "eval_per_tool": 60, |
| "max_entities_in_static_context": 8 |
| }, |
| "counts": { |
| "train": 7004, |
| "validation": 607, |
| "test": 667 |
| }, |
| "native_tool_call_counts": { |
| "GetLiveContext": 4, |
| "HassCancelTimer": 721, |
| "HassClimateSetTemperature": 721, |
| "HassHumidifierMode": 1, |
| "HassHumidifierSetpoint": 721, |
| "HassLightSet": 4, |
| "HassListAddItem": 721, |
| "HassMediaNext": 199, |
| "HassMediaPause": 197, |
| "HassMediaUnpause": 196, |
| "HassPauseTimer": 1, |
| "HassSetPosition": 3, |
| "HassSetVolume": 626, |
| "HassStartTimer": 1, |
| "HassToggle": 760, |
| "HassTurnOff": 832, |
| "HassTurnOn": 821, |
| "HassUnpauseTimer": 1, |
| "HassVacuumReturnToBase": 551, |
| "HassVacuumStart": 721 |
| }, |
| "rejected_sample_count": 2588, |
| "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.", |
| "Track B native tool calling is intentionally separate from ha-action-v3." |
| ] |
| } |
