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3
53
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0
320k
toolmind_rollout_line
int64
1
14.1k
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stringclasses
1 value
toolmind_sample_seed
int64
20.3M
20.3M
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dict
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Reddit Username Checker\", \"description\": \"Check the existence and availability of a username on Reddit\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"username\": {\"description\": ...
110,603
12,122
accepted
20,260,605
{ "source_index": 110603, "trace_tokens": 2294, "assistant_tokens": 124, "think_tokens": 93, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"getReachAndFrequency\", \"description\": \"Calculate the reach and frequency for a specific advertising campaign\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"campaign_id\": {\"type\"...
79,420
12,793
accepted
20,260,605
{ "source_index": 79420, "trace_tokens": 1515, "assistant_tokens": 558, "think_tokens": 375, "message_count": 5, "assistant_turn_count": 2, "role_pattern": "system,user,assistant,user,assistant", "expected_kinds": [ "tool", "final" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"simple_qr_code\", \"description\": \"Generates a simple QR code for the given link with optional color customization using the RapidAPI Toolbench service.\", \"arguments\": {\"link\": {\"descripti...
304,641
11,639
accepted
20,260,605
{ "source_index": 304641, "trace_tokens": 966, "assistant_tokens": 515, "think_tokens": 417, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"requestDesignCritique\", \"description\": \"Request a design critique from experts\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"project_name\": {\"type\": \"string\", \"description\"...
202,560
4,111
accepted
20,260,605
{ "source_index": 202560, "trace_tokens": 589, "assistant_tokens": 206, "think_tokens": 138, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"calculate_savings\", \"description\": \"Calculate the savings based on income and expenses\", \"parameters\": {\"type\": \"object\", \"properties\": {\"income\": {\"type\": \"number\", \"descripti...
216,874
527
accepted
20,260,605
{ "source_index": 216874, "trace_tokens": 473, "assistant_tokens": 141, "think_tokens": 95, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"etsy\", \"description\": \"Checks if a given username is available on Etsy using the Toolbench RapidAPI service.\", \"arguments\": {\"username\": {\"description\": \"The username to be checked for...
257,957
1,734
accepted
20,260,605
{ "source_index": 257957, "trace_tokens": 711, "assistant_tokens": 242, "think_tokens": 168, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"check_for_disposable_emails\", \"description\": \"Checks if the given email address is disposable or temporary using the Email Existence Validator API.\", \"arguments\": {\"email\": {\"description...
266,555
10,248
accepted
20,260,605
{ "source_index": 266555, "trace_tokens": 686, "assistant_tokens": 291, "think_tokens": 163, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Facebook Video Reels API\", \"description\": \"Retrieve Facebook video reels metadata and content\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"url\": {\"description\": \"The URL of t...
203,673
13,562
accepted
20,260,605
{ "source_index": 203673, "trace_tokens": 556, "assistant_tokens": 220, "think_tokens": 80, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Top News Fetcher\", \"description\": \"Fetches a list of top news articles from the Sports domain\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"locale\": {\"description\": \"The local...
204,216
14,104
accepted
20,260,605
{ "source_index": 204216, "trace_tokens": 3995, "assistant_tokens": 3185, "think_tokens": 2992, "message_count": 5, "assistant_turn_count": 2, "role_pattern": "system,user,assistant,user,assistant", "expected_kinds": [ "final", "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"convert_cooking_measurements\", \"description\": \"Converts a quantity of a cooking ingredient from one measurement unit to another.\", \"arguments\": {\"quantity\": {\"description\": \"The quanti...
298,214
75
accepted
20,260,605
{ "source_index": 298214, "trace_tokens": 1160, "assistant_tokens": 169, "think_tokens": 100, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"generate_random_color\", \"description\": \"Generate a random color\", \"parameters\": {\"type\": \"object\", \"properties\": {\"format\": {\"type\": \"string\", \"enum\": [\"hex\", \"rgb\", \"hsl...
221,350
267
accepted
20,260,605
{ "source_index": 221350, "trace_tokens": 369, "assistant_tokens": 79, "think_tokens": 52, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"get_post_by_id\", \"description\": \"Retrieves a post by its `post_id` using the FluentMe API.\", \"arguments\": {\"post_id\": {\"description\": \"The unique identifier of the post to retrieve.\",...
86,597
1,239
accepted
20,260,605
{ "source_index": 86597, "trace_tokens": 1231, "assistant_tokens": 470, "think_tokens": 306, "message_count": 5, "assistant_turn_count": 2, "role_pattern": "system,user,assistant,user,assistant", "expected_kinds": [ "tool", "final" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"v1_dictionary\", \"description\": \"Fetches the definition of a given word using the API Ninjas Dictionary API.\", \"arguments\": {\"word\": {\"description\": \"The word to look up.\", \"type\": \...
13,449
12,804
accepted
20,260,605
{ "source_index": 13449, "trace_tokens": 3460, "assistant_tokens": 1377, "think_tokens": 504, "message_count": 13, "assistant_turn_count": 6, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant", "expected_kinds": [ "tool", "final", ...
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"scan_barcode\", \"description\": \"Scan a barcode and retrieve product information\", \"parameters\": {\"type\": \"object\", \"properties\": {\"barcode\": {\"type\": \"string\", \"description\": \...
232,576
7,394
accepted
20,260,605
{ "source_index": 232576, "trace_tokens": 635, "assistant_tokens": 231, "think_tokens": 151, "message_count": 5, "assistant_turn_count": 2, "role_pattern": "system,user,assistant,user,assistant", "expected_kinds": [ "final", "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"CORS Proxy\", \"description\": \"A proxy API that allows cross-origin requests to be made to a target URL.\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"url\": {\"description\": \"The...
28,339
13,002
accepted
20,260,605
{ "source_index": 28339, "trace_tokens": 685, "assistant_tokens": 334, "think_tokens": 296, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Create User API\", \"description\": \"Creates a new user in the commerce domain\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"name\": {\"description\": \"The name of the user\", \"typ...
108,505
8,384
accepted
20,260,605
{ "source_index": 108505, "trace_tokens": 941, "assistant_tokens": 198, "think_tokens": 148, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"homogenizer.configure_valve_timing\", \"description\": \"Configure the timing for valve operations to optimize the homogenization process for different batch sizes.\", \"parameters\": {\"type\": \...
67,419
7,597
accepted
20,260,605
{ "source_index": 67419, "trace_tokens": 888, "assistant_tokens": 347, "think_tokens": 227, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"find_shortest_path\", \"description\": \"Find the shortest path between two locations\", \"parameters\": {\"type\": \"object\", \"properties\": {\"start_location\": {\"type\": \"string\", \"descri...
229,695
4,808
accepted
20,260,605
{ "source_index": 229695, "trace_tokens": 496, "assistant_tokens": 149, "think_tokens": 93, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"cancel_pending_order\", \"description\": \"Cancel a pending order. If the order is already processed or delivered, it cannot be cancelled. The agent needs to explain the cancellation detail and as...
241,724
12,692
accepted
20,260,605
{ "source_index": 241724, "trace_tokens": 8248, "assistant_tokens": 2840, "think_tokens": 1549, "message_count": 23, "assistant_turn_count": 11, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant,us...
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"get_weather_updates\", \"description\": \"Fetches weather updates for a given city using the RapidAPI Weather API.\", \"arguments\": {\"city\": {\"description\": \"The name of the city for which t...
211,280
1,626
accepted
20,260,605
{ "source_index": 211280, "trace_tokens": 1500, "assistant_tokens": 469, "think_tokens": 406, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"get_data_and_story\", \"description\": \"Fetches data and story for a given Snapchat username using the RapidAPI service.\", \"arguments\": {\"user\": {\"description\": \"The Snapchat username for...
268,311
1,976
accepted
20,260,605
{ "source_index": 268311, "trace_tokens": 707, "assistant_tokens": 167, "think_tokens": 107, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Get Leagues by Sport ID\", \"description\": \"Retrieves a list of leagues belonging to a specified sport, along with pagination options.\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"...
145,360
6,353
accepted
20,260,605
{ "source_index": 145360, "trace_tokens": 2208, "assistant_tokens": 1338, "think_tokens": 866, "message_count": 11, "assistant_turn_count": 5, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant", "expected_kinds": [ "tool", "final", "tool", ...
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"search_product_reviews\", \"description\": \"Search for product reviews based on keywords\", \"parameters\": {\"type\": \"object\", \"properties\": {\"keywords\": {\"type\": \"array\", \"items\": ...
143,662
9,183
accepted
20,260,605
{ "source_index": 143662, "trace_tokens": 1751, "assistant_tokens": 973, "think_tokens": 621, "message_count": 9, "assistant_turn_count": 4, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant", "expected_kinds": [ "final", "tool", "final", "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"is_valid_email\", \"description\": \"Checks if an email address is valid.\", \"arguments\": {\"email\": {\"description\": \"The email address to validate.\", \"type\": \"str\"}}}\n</tools>\n\nIf y...
260,107
3,551
accepted
20,260,605
{ "source_index": 260107, "trace_tokens": 565, "assistant_tokens": 265, "think_tokens": 111, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"global_result_single\", \"description\": \"Fetches global SEO keyword research data using the RapidAPI Keyword Research service.\", \"arguments\": {\"keyword\": {\"description\": \"The keyword for...
250,621
2,493
accepted
20,260,605
{ "source_index": 250621, "trace_tokens": 868, "assistant_tokens": 214, "think_tokens": 161, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Domain Whois Lookup\", \"description\": \"Retrieves information about a domain name, including owner's contact information, registration status, and other relevant details.\", \"parameters\": {\"t...
54,530
9,931
accepted
20,260,605
{ "source_index": 54530, "trace_tokens": 2357, "assistant_tokens": 1484, "think_tokens": 667, "message_count": 9, "assistant_turn_count": 4, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant", "expected_kinds": [ "tool", "final", "final", "final" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Songkick Concert API\", \"description\": \"Retrieves information about a specific concert\", \"parameters\": {\"type\": \"dict\", \"properties\": {\"id_conc\": {\"description\": \"Unique identifie...
8,883
13,906
accepted
20,260,605
{ "source_index": 8883, "trace_tokens": 457, "assistant_tokens": 126, "think_tokens": 92, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"artists\", \"description\": \"Returns a list of music artists who contributed to JSR/JSRF.\", \"parameters\": {\"limit\": {\"description\": \"The maximum number of items to return. Default is '5'....
273,375
85
accepted
20,260,605
{ "source_index": 273375, "trace_tokens": 1131, "assistant_tokens": 176, "think_tokens": 137, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"playerShotChartDataSeasonPlayoffs\", \"description\": \"Return player shot chart data for a specified player and season (both regular season and playoffs).\", \"parameters\": {\"type\": \"dict\", ...
106,332
9,561
accepted
20,260,605
{ "source_index": 106332, "trace_tokens": 578, "assistant_tokens": 196, "think_tokens": 144, "message_count": 3, "assistant_turn_count": 1, "role_pattern": "system,user,assistant", "expected_kinds": [ "tool" ] }
[ { "role": "system", "content": "# Tools\n\nYou have access to the following functions:\n\n<tools>\n{\"name\": \"Get IP\", \"description\": \"Retrieve the client's IP address and return it in JSON format\", \"parameters\": {\"type\": \"dict\", \"properties\": {}, \"required\": []}, \"required\": null}\n{\"na...
79,176
12,794
accepted
20,260,605
{ "source_index": 79176, "trace_tokens": 1722, "assistant_tokens": 1022, "think_tokens": 621, "message_count": 11, "assistant_turn_count": 5, "role_pattern": "system,user,assistant,user,assistant,user,assistant,user,assistant,user,assistant", "expected_kinds": [ "tool", "final", "tool", ...
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Check out the documentation for more information.

CLASHBench ToolMind training data

The frozen processed ToolMind input used by CLASHBench GPU workloads.

  • File: toolmind50k_direct_plain.json
  • Records: 50000
  • Format: ShareGPT messages with role and content
  • Cases using toolmind_fullfilter50k_direct_plain_train.json can use a local filename alias.
  • All 50,000 training conversations are preserved; local source-path metadata is excluded.
  • dataset_info.json supplies both LlamaFactory dataset names.
  • Verify downloaded bytes with sha256sum -c SHA256SUMS.

This package contains the processed benchmark input; it is not the complete upstream ToolMind dataset.

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