Dataset Viewer
Auto-converted to Parquet Duplicate
id
stringlengths
15
15
tier
stringclasses
4 values
user_prompt
stringlengths
21
229
goal_spec
listlengths
1
6
min_steps
int64
0
6
split
stringclasses
3 values
t1-2a8d152a962d
T1
What should I pack for a 7-day trip somewhere with a tropical climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "tropical", "trip_length_days": 7 } } ]
1
train
t1-d20c3d268183
T1
Tell me about Brazil — currency, language, and plug type.
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "Brazil" } } ]
1
train
t1-2b5381fdce88
T1
Find restaurants near Sao Paulo within 2.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": -23.5505, "lon": -46.6333, "category": "restaurant", "radius_km": 2 } } ]
1
train
t1-0ea105398174
T1
What's the weather forecast for Lisbon on 2026-09-07?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": 38.7223, "lon": -9.1393, "date": "2026-09-07" } } ]
1
train
t1-bbed0b08896a
T1
What should I pack for a 14-day trip somewhere with a tropical climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "tropical", "trip_length_days": 14 } } ]
1
train
t1-5afd96410789
T1
Convert 2611.0 KES to CLP.
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 2611, "from_currency": "KES", "to_currency": "CLP" } } ]
1
train
t1-093d54b7ae42
T1
How far is it from Mexico City to Singapore?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 19.4326, "lon1": -99.1332, "lat2": 1.3521, "lon2": 103.8198 } } ]
1
train
t1-ceb2c1da27ff
T1
What date is 24 days after 2026-09-09?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "add_days", "base_date": "2026-09-09", "days": 24 } } ]
1
train
t1-4e4528b64f44
T1
What should I pack for a 19-day trip somewhere with a tropical climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "tropical", "trip_length_days": 19 } } ]
1
train
t1-d09b565539bf
T1
Find flights from VIE to JOH on 2026-09-08.
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "VIE", "dest": "JOH", "date": "2026-09-08" } } ]
1
train
t1-d921bd26035d
T1
Convert 163.4 C to K.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 163.4, "category": "temperature", "from_unit": "C", "to_unit": "K" } } ]
1
train
t1-71622a1c9307
T1
I have 291.97 USD, what's that in INR?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 291.97, "from_currency": "USD", "to_currency": "INR" } } ]
1
train
t1-f0a7b3d26303
T1
What timezone is America/Toronto in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "America/Toronto" } } ]
1
train
t1-5d7be3803809
T1
Convert 277.3 F to C.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 277.3, "category": "temperature", "from_unit": "F", "to_unit": "C" } } ]
1
train
t1-4c1f3dcfdd9c
T1
What timezone is Asia/Shanghai in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "Asia/Shanghai" } } ]
1
train
t1-28230f6a1637
T1
Tell me about United Kingdom — currency, language, and plug type.
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "United Kingdom" } } ]
1
train
t1-36514f11c282
T1
What should I pack for a 14-day trip somewhere with a alpine climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "alpine", "trip_length_days": 14 } } ]
1
train
t1-2ad770144fea
T1
Will it be sunny in Lagos on 2026-09-02?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": 6.5244, "lon": 3.3792, "date": "2026-09-02" } } ]
1
train
t1-1e5b955928b5
T1
Can you look up where Lisbon is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Lisbon" } } ]
1
train
t1-700c090610a5
T1
Schedule 'Sightseeing tour' from 13:00 to 14:00 on 2026-09-09 in Manila time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Sightseeing tour", "start": "2026-09-09T13:00:00", "end": "2026-09-09T14:00:00", "timezone": "Asia/Manila" } } ]
1
train
t1-ed6408a9bfad
T1
What should I pack for a 9-day trip somewhere with a temperate climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "temperate", "trip_length_days": 9 } } ]
1
train
t1-3622b7b42de7
T1
How far is it from Vancouver to Sao Paulo?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 49.2827, "lon1": -123.1207, "lat2": -23.5505, "lon2": -46.6333 } } ]
1
train
t1-79aa09966028
T1
How much is 2434.24 CHF worth in MXN?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 2434.24, "from_currency": "CHF", "to_currency": "MXN" } } ]
1
train
t1-57f7578ee4c8
T1
What do I need to know about Australia before I visit?
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "Australia" } } ]
1
train
t1-d55962ada3a5
T1
Convert 20.8 m to km.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 20.8, "category": "distance", "from_unit": "m", "to_unit": "km" } } ]
1
train
t1-b31ca0123430
T1
How far is it from Seoul to Istanbul?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 37.5665, "lon1": 126.978, "lat2": 41.0082, "lon2": 28.9784 } } ]
1
train
t1-a3f69afe1e7e
T1
What's the UTC offset at coordinates (-23.5505, -46.6333)?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "lat": -23.5505, "lon": -46.6333 } } ]
1
train
t1-5b169e61ea8b
T1
I have 1498.56 CHF, what's that in GBP?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 1498.56, "from_currency": "CHF", "to_currency": "GBP" } } ]
1
train
t1-87882f084745
T1
I need the exact lat/lon for Dubai for a mapping tool.
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Dubai" } } ]
1
train
t1-35943bed1506
T1
Can you look up where Stockholm is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Stockholm" } } ]
1
train
t1-0415ab595021
T1
Schedule 'Airport transfer' from 11:00 to 12:00 on 2026-09-07 in Melbourne time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Airport transfer", "start": "2026-09-07T11:00:00", "end": "2026-09-07T12:00:00", "timezone": "Australia/Melbourne" } } ]
1
train
t1-fe9a519d39d0
T1
Find temples near Lima within 2.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": -12.0464, "lon": -77.0428, "category": "temple", "radius_km": 2 } } ]
1
train
t1-00fa28792c8e
T1
What flights are available from MAN to LAG on 2026-09-08?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "MAN", "dest": "LAG", "date": "2026-09-08" } } ]
1
train
t1-a5efda295105
T1
Schedule 'Client dinner' from 12:00 to 13:00 on 2026-09-11 in Oslo time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Client dinner", "start": "2026-09-11T12:00:00", "end": "2026-09-11T13:00:00", "timezone": "Europe/Oslo" } } ]
1
train
t1-87942b706053
T1
How far is it from Shanghai to Oslo?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 31.2304, "lon1": 121.4737, "lat2": 59.9139, "lon2": 10.7522 } } ]
1
train
t1-5d630b7c6ece
T1
Schedule 'Sightseeing tour' from 12:00 to 13:00 on 2026-09-07 in Copenhagen time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Sightseeing tour", "start": "2026-09-07T12:00:00", "end": "2026-09-07T13:00:00", "timezone": "Europe/Copenhagen" } } ]
1
train
t1-947d585c8559
T1
Can you look up where Nairobi is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Nairobi" } } ]
1
train
t1-452a164571c6
T1
Convert 245.3 m to km.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 245.3, "category": "distance", "from_unit": "m", "to_unit": "km" } } ]
1
train
t1-d1df78184122
T1
Schedule 'Team sync' from 10:00 to 11:00 on 2026-09-08 in Zurich time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Team sync", "start": "2026-09-08T10:00:00", "end": "2026-09-08T11:00:00", "timezone": "Europe/Zurich" } } ]
1
train
t1-8c0d4e1a65c6
T1
What should I pack for a 21-day trip somewhere with a desert climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "desert", "trip_length_days": 21 } } ]
1
train
t1-e078638e9a25
T1
What flights are available from DEL to WAR on 2026-09-08?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "DEL", "dest": "WAR", "date": "2026-09-08" } } ]
1
train
t1-31296a14098f
T1
Will it be sunny in Copenhagen on 2026-09-05?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": 55.6761, "lon": 12.5683, "date": "2026-09-05" } } ]
1
train
t1-6e5642c7c520
T1
What's the next Thu after 2026-09-19?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "next_weekday", "base_date": "2026-09-19", "weekday": "Thu" } } ]
1
train
t1-834b7ea0e2fc
T1
What should I pack for a 17-day trip somewhere with a tropical climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "tropical", "trip_length_days": 17 } } ]
1
train
t1-d7a36113eff5
T1
How far is it from Istanbul to Melbourne?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 41.0082, "lon1": 28.9784, "lat2": -37.8136, "lon2": 144.9631 } } ]
1
train
t1-8bc43835a298
T1
Can you look up where Santiago is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Santiago" } } ]
1
train
t1-0160fb523813
T1
Will it be sunny in Melbourne on 2026-09-07?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": -37.8136, "lon": 144.9631, "date": "2026-09-07" } } ]
1
train
t1-ca2a13500ff7
T1
What timezone is Europe/Moscow in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "Europe/Moscow" } } ]
1
train
t1-9fb252f69499
T1
What's the UTC offset at coordinates (31.2304, 121.4737)?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "lat": 31.2304, "lon": 121.4737 } } ]
1
train
t1-681b01d829e8
T1
Find parks near Moscow within 2.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": 55.7558, "lon": 37.6173, "category": "park", "radius_km": 2 } } ]
1
train
t1-3b3f0af71e67
T1
Convert 20.8 lb to kg.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 20.8, "category": "weight", "from_unit": "lb", "to_unit": "kg" } } ]
1
train
t1-44dea9f9c97a
T1
What day of the week is 2026-10-01?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "weekday_of", "base_date": "2026-10-01" } } ]
1
train
t1-2a629ea26839
T1
Convert 1921.9 EGP to KRW.
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 1921.9, "from_currency": "EGP", "to_currency": "KRW" } } ]
1
train
t1-6ee55413e870
T1
Find parks near Lagos within 5.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": 6.5244, "lon": 3.3792, "category": "park", "radius_km": 5 } } ]
1
train
t1-b5886b591745
T1
What flights are available from VAN to PAR on 2026-09-08?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "VAN", "dest": "PAR", "date": "2026-09-08" } } ]
1
train
t1-b51dd83e9a73
T1
Convert 33.7 lb to kg.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 33.7, "category": "weight", "from_unit": "lb", "to_unit": "kg" } } ]
1
train
t1-50205da4ced0
T1
What should I pack for a 13-day trip somewhere with a cold climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "cold", "trip_length_days": 13 } } ]
1
train
t1-093a59294c6a
T1
How much is 2608.67 THB worth in BRL?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 2608.67, "from_currency": "THB", "to_currency": "BRL" } } ]
1
train
t1-09f35d3102dd
T1
What are the coordinates of Mumbai?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Mumbai" } } ]
1
train
t1-2bdf93913bd1
T1
What timezone is Europe/London in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "Europe/London" } } ]
1
train
t1-d1ad46e449a3
T1
What's the weather forecast for Oslo on 2026-09-13?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": 59.9139, "lon": 10.7522, "date": "2026-09-13" } } ]
1
train
t1-677efa42a2d4
T1
Schedule 'Team sync' from 10:00 to 11:00 on 2026-09-10 in Auckland time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Team sync", "start": "2026-09-10T10:00:00", "end": "2026-09-10T11:00:00", "timezone": "Pacific/Auckland" } } ]
1
train
t1-25ba4a603b65
T1
Convert 181.1 kg to lb.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 181.1, "category": "weight", "from_unit": "kg", "to_unit": "lb" } } ]
1
train
t1-d8795991d969
T1
Will it be sunny in Delhi on 2026-09-08?
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": 28.7041, "lon": 77.1025, "date": "2026-09-08" } } ]
1
train
t1-47e6ca633cb1
T1
I need to fly from ATH to SYD on 2026-09-04 — what's out there?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "ATH", "dest": "SYD", "date": "2026-09-04" } } ]
1
train
t1-3db7e81f009f
T1
Schedule 'Museum visit' from 15:00 to 16:00 on 2026-09-06 in Copenhagen time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Museum visit", "start": "2026-09-06T15:00:00", "end": "2026-09-06T16:00:00", "timezone": "Europe/Copenhagen" } } ]
1
train
t1-40d7d00fee67
T1
What should I pack for a 15-day trip somewhere with a temperate climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "temperate", "trip_length_days": 15 } } ]
1
train
t1-abc12b362e1e
T1
Convert 4826.02 NZD to KES.
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 4826.02, "from_currency": "NZD", "to_currency": "KES" } } ]
1
train
t1-c62e6723a324
T1
Schedule 'Client dinner' from 10:00 to 11:00 on 2026-09-04 in Chicago time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Client dinner", "start": "2026-09-04T10:00:00", "end": "2026-09-04T11:00:00", "timezone": "America/Chicago" } } ]
1
train
t1-9c24b87b79b4
T1
Can you look up where Lagos is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Lagos" } } ]
1
train
t1-71713e79c8d9
T1
What timezone is America/Argentina/Buenos_Aires in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "America/Argentina/Buenos_Aires" } } ]
1
train
t1-4d3a7fdefeea
T1
What's the next Fri after 2026-09-21?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "next_weekday", "base_date": "2026-09-21", "weekday": "Fri" } } ]
1
train
t1-5fd1a7a7649a
T1
I need to fly from JAK to MEL on 2026-09-11 — what's out there?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "JAK", "dest": "MEL", "date": "2026-09-11" } } ]
1
train
t1-790d8cbae4e6
T1
What date is 31 days after 2026-09-03?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "add_days", "base_date": "2026-09-03", "days": 31 } } ]
1
train
t1-282e4f6fc87c
T1
Find parks near Reykjavik within 1.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": 64.1466, "lon": -21.9426, "category": "park", "radius_km": 1 } } ]
1
train
t1-f323b6803823
T1
Find landmarks near Auckland within 1.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": -36.8485, "lon": 174.7633, "category": "landmark", "radius_km": 1 } } ]
1
train
t1-bd09c3af576c
T1
What timezone is Europe/Berlin in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "Europe/Berlin" } } ]
1
train
t1-f448c87e4310
T1
I have 2808.17 SGD, what's that in PEN?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 2808.17, "from_currency": "SGD", "to_currency": "PEN" } } ]
1
train
t1-e5466d41ac7f
T1
How far is it from Cairo to Auckland?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 30.0444, "lon1": 31.2357, "lat2": -36.8485, "lon2": 174.7633 } } ]
1
train
t1-919c4115982f
T1
Tell me about Iceland — currency, language, and plug type.
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "Iceland" } } ]
1
train
t1-4ba588e92ca8
T1
Find markets near Jakarta within 2.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": -6.2088, "lon": 106.8456, "category": "market", "radius_km": 2 } } ]
1
train
t1-63fb8247ebb0
T1
Schedule 'Team sync' from 13:00 to 14:00 on 2026-09-11 in Vancouver time.
[ { "type": "tool_was_called_with", "tool_name": "calendar_create_event", "args": { "title": "Team sync", "start": "2026-09-11T13:00:00", "end": "2026-09-11T14:00:00", "timezone": "America/Vancouver" } } ]
1
train
t1-e13f2d95fa01
T1
How far is it from Lima to Shanghai?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": -12.0464, "lon1": -77.0428, "lat2": 31.2304, "lon2": 121.4737 } } ]
1
train
t1-674c5beea71e
T1
How far is it from Vancouver to Dublin?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 49.2827, "lon1": -123.1207, "lat2": 53.3498, "lon2": -6.2603 } } ]
1
train
t1-543a4ebb05e3
T1
What do I need to know about Egypt before I visit?
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "Egypt" } } ]
1
train
t1-3e63ce78c2da
T1
What should I pack for a 20-day trip somewhere with a desert climate?
[ { "type": "tool_was_called_with", "tool_name": "packing_rules", "args": { "climate": "desert", "trip_length_days": 20 } } ]
1
train
t1-04514f0833cf
T1
I need to fly from TOR to AUC on 2026-09-02 — what's out there?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "TOR", "dest": "AUC", "date": "2026-09-02" } } ]
1
train
t1-34c12cb0155c
T1
How much is 1915.44 SGD worth in RUB?
[ { "type": "tool_was_called_with", "tool_name": "currency_convert", "args": { "amount": 1915.44, "from_currency": "SGD", "to_currency": "RUB" } } ]
1
train
t1-310687672eb6
T1
How far is it from Cairo to Vancouver?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 30.0444, "lon1": 31.2357, "lat2": 49.2827, "lon2": -123.1207 } } ]
1
train
t1-153e6453e3c4
T1
Tell me about Japan — currency, language, and plug type.
[ { "type": "tool_was_called_with", "tool_name": "country_info", "args": { "country": "Japan" } } ]
1
train
t1-8dd110eb39b0
T1
Find parks near Stockholm within 5.0 km.
[ { "type": "tool_was_called_with", "tool_name": "poi_search", "args": { "lat": 59.3293, "lon": 18.0686, "category": "park", "radius_km": 5 } } ]
1
train
t1-9c32c547766b
T1
What flights are available from SAN to VIE on 2026-09-08?
[ { "type": "tool_was_called_with", "tool_name": "flight_search", "args": { "origin": "SAN", "dest": "VIE", "date": "2026-09-08" } } ]
1
train
t1-c4b9f9e22482
T1
Convert 258.5 F to C.
[ { "type": "tool_was_called_with", "tool_name": "unit_convert", "args": { "value": 258.5, "category": "temperature", "from_unit": "F", "to_unit": "C" } } ]
1
train
t1-c5c3e17852dc
T1
What's the UTC offset at coordinates (30.0444, 31.2357)?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "lat": 30.0444, "lon": 31.2357 } } ]
1
train
t1-47fd75e2cfe5
T1
How far is it from Madrid to Amsterdam?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 40.4168, "lon1": -3.7038, "lat2": 52.3676, "lon2": 4.9041 } } ]
1
train
t1-f73b2bc8af2c
T1
Give me the 2026-09-02 forecast for Melbourne.
[ { "type": "tool_was_called_with", "tool_name": "weather_lookup", "args": { "lat": -37.8136, "lon": 144.9631, "date": "2026-09-02" } } ]
1
train
t1-821148ee85f0
T1
How far is it from Manila to Casablanca?
[ { "type": "tool_was_called_with", "tool_name": "distance_calc", "args": { "lat1": 14.5995, "lon1": 120.9842, "lat2": 33.5731, "lon2": -7.5898 } } ]
1
train
t1-2e5c03ddfa7b
T1
Can you look up where Jakarta is located?
[ { "type": "tool_was_called_with", "tool_name": "geocode_city", "args": { "city": "Jakarta" } } ]
1
train
t1-7387546f183e
T1
What date is 21 days after 2026-09-22?
[ { "type": "tool_was_called_with", "tool_name": "datetime_math", "args": { "operation": "add_days", "base_date": "2026-09-22", "days": 21 } } ]
1
train
t1-36cfea0a8164
T1
What timezone is America/Chicago in relative to UTC?
[ { "type": "tool_was_called_with", "tool_name": "timezone_info", "args": { "timezone": "America/Chicago" } } ]
1
train
End of preview. Expand in Data Studio

ToolSmith Tasks

Synthetic travel-ops tool-calling tasks for training and evaluating Qwen3-4B-Instruct-2507 (via LoRA SFT + step-level GRPO), generated against the ToolSmith deterministic 12-tool sandbox.

Dataset Summary

  • Tasks: 594 across 4 difficulty tiers (T1 single-tool, T2 2-tool chains, T3 4-6 tool chains with dependencies, T4 traps — unsolvable/ambiguous requests where the correct behavior is to decline or ask for clarification, not hallucinate a tool call)
  • Splits: train / val / test, stratified by tier (417 / 89 / 88)
  • Generation: synthetic, produced by a local template-based generator (scripts/generate_tasks_local.py) parameterized across the sandbox's real world data (src/toolsmith/tools/sandbox/worlddata/) — an alternative to prompting Claude directly (scripts/generate_tasks.py) for environments without a live Anthropic API key. Every multi-step task's dependent values (e.g. a city's lat/lon before a weather lookup) are computed by actually executing the relevant sandbox tool, not invented. Validated for 100% solvability by a bounded BFS solver (src/toolsmith/data/solver.py); T4 traps are trivially "solvable" with zero tool calls by design (the correct answer never needs one).
  • Goal specs: every task carries a machine-checkable goal spec (not a gold trajectory) — rewards verify sandbox outcomes, not paths

Fields

Field Type Description
id string unique task id
tier string one of T1, T2, T3, T4
user_prompt string the natural-language traveler request
goal_spec list machine-checkable conditions (see below)
min_steps int solver-computed minimum sandbox tool calls to satisfy the goal
split string one of train, val, test

Goal condition types

  • answer_contains_fact — final answer text must contain a given substring
  • tool_was_called_with — a successful tool call must match a tool name + arg subset
  • calendar_event_exists — a calendar_create_event call with exact fields must have succeeded
  • numeric_within_tolerance — a number from the final answer or a tool result must be near an expected value

How This Dataset Is Used

  • SFT (notebooks/src/01_sft_warmstart.py): train-split tasks are replayed through an agent inside the episode runner; trajectories whose goal spec passes become gold SFT rows (scripts/generate_gold_trajectories.py, or its local equivalent scripts/generate_gold_trajectories_local.py, which scripts the exact required tool-call sequence from each goal_spec directly rather than improvising it, since every T1-T3 goal_spec already IS that sequence).
  • GRPO (notebooks/src/02_grpo_training.py): goal_spec feeds the R5 outcome reward (src/toolsmith/rewards/outcome_reward.py) directly — every candidate action is scored by executing it in the sandbox and checking these same conditions. min_steps feeds the R6 efficiency bonus.
  • Eval (src/toolsmith/eval/runner.py): the test split is the held-out 4-way comparison suite (88 tasks); see the model card's evaluation table for results.

Contamination Controls

SFT gold trajectories are drawn only from the train split; test never touches training. This dataset was generated independently of, and shares no rows with, the xLAM/Glaive public function-calling corpora used for SFT warm-start.

License

MIT.

Downloads last month
18