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[ { "type": "function", "function": { "name": "languages", "description": "Retrieves a comprehensive list of languages supported for translation operations. This function is particularly useful for discovering available languages and their corresponding codes before initiating translation tasks. R...
[ { "role": "user", "content": "I need to translate content into multiple languages. Can you show me the list of supported languages?", "tool_calls": null }, { "role": "assistant", "content": null, "tool_calls": [ { "id": "BGNwiATiidO4qbXJNMnw", "type": "function", ...
{ "tool_group": "Text_Analysis_google_translator", "original_timestamp": 1756315931.4097142, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "airlines_check_in_url", "description": "Generates an airline check-in URL for a specified airline using its IATA code. Provides access to check-in services via the Airhex API. Users must register at airhex.com to obtain an API key.", "parameters...
[ { "role": "user", "content": "Hey! Ugh, total panic mode here—I just realized my flight to Miami for that Dolphins game tomorrow is in like. 12 hours? I’ve got my confirmation number (AA12345) but I totally blanked on which...", "tool_calls": null }, { "role": "assistant", "content": null, ...
{ "tool_group": "Travel_airhex", "original_timestamp": 1756318491.9527533, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 2, "num_messages": 4 }
[ { "type": "function", "function": { "name": "contado_con_liquidaci_n", "description": "Retrieves current exchange rate data for Contado con Liquidación (CCL), a financial instrument used in Argentina to acquire dollars at market rates. Provides real-time pricing information for CCL transactions....
[ { "role": "user", "content": "Hi there. I'm Valerie from HR at NexGen Dynamics—we're expanding our LATAM operations and need urgent financial data for relocation packages. Could you pull a nested comparative analysis for...", "tool_calls": null }, { "role": "assistant", "content": null, ...
{ "tool_group": "Business_dolarapi", "original_timestamp": 1756320205.5733435, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 3, "num_messages": 6 }
[ { "type": "function", "function": { "name": "each_business_scrape_by_url", "description": "Retrieves detailed business information from Yelp using a specific business URL. Returns structured data including business name, address, operating hours, reviews, ratings, and other metadata. This functi...
[ { "role": "user", "content": "Oh goodness, hi there! I'm Kitty Leigh—just been sipping sweet tea on my porch in Smithfield, planning my future café menu, when I hit a snag. I found this adorable little breakfast spot on Yelp...", "tool_calls": null }, { "role": "assistant", "content": null, ...
{ "tool_group": "Business_yelp_business_api", "original_timestamp": 1756320666.890792, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "bananas", "description": "Retrieves detailed information about bananas including variety-specific attributes, pricing, and availability. Useful for grocery inventory management, nutritional analysis, and supply chain operations.", "parameters": ...
[ { "role": "user", "content": "Oh, and while you’re at it—there’s a young fella, name of Tyler Henderson, says his new bakery \"Henderson’s Hearth\" just opened up on 12th Street. Claims he can supply us 50 loaves a week. Seems...", "tool_calls": null }, { "role": "assistant", "content": null...
{ "tool_group": "Business_Software_testapi_v2", "original_timestamp": 1756321349.2684019, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 2, "num_messages": 5 }
[ { "type": "function", "function": { "name": "v1_tts_languages", "description": "Retrieves a list of supported languages available for text-to-speech synthesis. This function provides information about the language options that can be used when converting text to speech, ensuring appropriate lang...
[ { "role": "user", "content": "Ah, good morning. My name is Ashish, and I’m preparing for a trip to India next month with my wife—we’re visiting family in Delhi, Jaipur, and Mumbai while attending an exhibition of M.F. Husain’s...", "tool_calls": null }, { "role": "assistant", "content": null...
{ "tool_group": "Media_text_to_speech_v3", "original_timestamp": 1756321357.3378901, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "buscar_fipe_pela_placa", "description": "Retrieves vehicle valuation data and current market price from the Brazilian FIPE database using a vehicle's license plate number. This function is useful for automotive pricing assessments, insurance evaluatio...
[ { "role": "user", "content": "Anyway, he sent me his Brazilian plate: *ABC1D23. Could you pull the current FIPE valuation using that plate? Gotta make sure he’s not getting lowballed—I promised I’d help since he knows I’m...", "tool_calls": null }, { "role": "assistant", "content": null, ...
{ "tool_group": "Financial_consulta_fipe_pela_placa", "original_timestamp": 1756322776.5032423, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 2, "num_messages": 4 }
[ { "type": "function", "function": { "name": "language_detection", "description": "Detects the language of the provided text input. Returns language codes and confidence scores for identified languages.", "parameters": { "type": "object", "properties": { "target_la...
[ { "role": "user", "content": "Hey! So at church youth group we're organizing this Global Potluck event next month—trying to blend my grandma's soul food vibes with folks' international recipes, y'know? But here's the snag: I got...", "tool_calls": null }, { "role": "assistant", "content": nu...
{ "tool_group": "Text_Analysis_natural_language_detection_nld", "original_timestamp": 1756323292.6466875, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "emotion_emotion", "description": "Analyzes text to identify the dominant emotional state using Ekman's six basic emotions (anger, disgust, fear, happiness, sadness, surprise). This model was trained on a dataset of over 210,000 social media comments a...
[ { "role": "user", "content": "Hey! So I'm prepping for this Tennessee state senate race debate next week—yeah, I know I'm not running but I help coach the local youth debate league—and I got this messy transcript from a...", "tool_calls": null }, { "role": "assistant", "content": null, "...
{ "tool_group": "Text_Analysis_detect", "original_timestamp": 1756324074.62992, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 2, "num_messages": 5 }
[ { "type": "function", "function": { "name": "get_balance_sheet_income_statement_cash_flow_statement_and_other_financial_statement_data", "description": "Retrieves the most recent balance sheet, income statement, cash flow statement, and other financial statement data from the SEC EDGAR system fo...
[ { "role": "user", "content": "Well, bless your circuits, dearie! Beverly here—I'm trying to help our Foley Community Center board understand if Hy-Vee's still funding local programs like they promised at our apple pie fundraiser...", "tool_calls": null }, { "role": "assistant", "content": nu...
{ "tool_group": "Finance_sec_edgar", "original_timestamp": 1756324721.241558, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 6, "num_messages": 5 }
[ { "type": "function", "function": { "name": "free_exchange_rates", "description": "Retrieves current exchange rate data between specified currencies and provides currency conversion capabilities. Returns exchange rate information and optionally converts a specified amount from the base currency ...
[ { "role": "user", "content": "Thing is, I’ve got $1,500 US dollars set aside for spending money, but I need to know how many Mexican pesos that’ll actually get us. I checked online earlier, but those rates change faster than...", "tool_calls": null }, { "role": "assistant", "content": null, ...
{ "tool_group": "Finance_currency_v2", "original_timestamp": 1756324805.437853, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "elon_plane_enp", "description": "Retrieves real-time tracking data for Elon Musk's Gulfstream G650ER private jet, including current location coordinates, altitude, speed, and flight destination. Useful for monitoring aircraft status or integrating avi...
[ { "role": "user", "content": "So here’s where I need your help: I need to know exactly when Musk’s jet’ll be overhead Youngwood or within 50 miles of Teterboro between Friday 6 p.m. and Saturday 11 a.m. Eastern time. Malik says...", "tool_calls": null }, { "role": "assistant", "content": nul...
{ "tool_group": "Advertising_elonmuskplane", "original_timestamp": 1756324809.8626077, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "v1_ownersearch", "description": "Retrieves trademark records by searching owner names or postal codes. This function supports filtering through partial owner name matches or specific postal codes, and can return duplicate entries when owners have chan...
[ { "role": "user", "content": "Goodness, hello there. Mallika here—I teach special education over in Castro Valley, though I’m mostly retired now. My book club’s been working on a community cookbook featuring traditional South...", "tool_calls": null }, { "role": "assistant", "content": null,...
{ "tool_group": "Business_uspto_trademark", "original_timestamp": 1756325436.0598526, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 3, "num_messages": 6 }
[ { "type": "function", "function": { "name": "game_report", "description": "Retrieve detailed game statistics including scores, goals, penalties, and team performance metrics for a specific game identified by its unique ID. Times and dates are presented in the specified timezone (default: UTC).",...
[ { "role": "user", "content": "I'm preparing a business analytics lecture for my operations management class and need precise data on the most recent NHL matchup between the Boston Bruins and Montreal Canadiens. Specifically, I...", "tool_calls": null }, { "role": "assistant", "content": null...
{ "tool_group": "Sports_hockey_live_sk_data", "original_timestamp": 1756326256.7147348, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 4, "num_messages": 4 }
[ { "type": "function", "function": { "name": "get_newegg_product_details", "description": "Retrieves detailed product information from Newegg.com, including product title, price, availability, technical specifications, and customer reviews. Use this function when you need comprehensive details ab...
[ { "role": "user", "content": "¡Hola! Sorry if I sound flustered—I’m trying to balance helping my husband with his side business ledger while meal prepping chiles rellenos. Listen, I need your help muy importante. For my dream...", "tool_calls": null }, { "role": "assistant", "content": null,...
{ "tool_group": "Commerce_newegg_data_scraper", "original_timestamp": 1756327573.4659636, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 2, "num_messages": 4 }
[ { "type": "function", "function": { "name": "hydyr", "description": "Interacts with business software systems to retrieve operational data, generate reports, and manage enterprise resources. Provides access to core business metrics, transaction records, and workflow automation capabilities.", ...
[ { "role": "user", "content": "Mijo, gracias for being available. I'm prepping for tomorrow's apprentice meeting at the union hall and need your help pulling two things at once. First, I need the training completion rates for all...", "tool_calls": null }, { "role": "assistant", "content": nu...
{ "tool_group": "Business_Software_hydyr", "original_timestamp": 1756327914.2073922, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 5 }
[ { "type": "function", "function": { "name": "get_order_status", "description": "Retrieves the current status and detailed information of a previously created order from the crypto trading system. This function is essential for tracking order execution, verifying trade details, and monitoring pos...
[ { "role": "user", "content": "Hi there! Ari here—I'm a registered nurse over at Stanford Health, currently between shifts. I placed a cryptocurrency swap order this morning to fund my entry into next month's Bay to Breakers race...", "tool_calls": null }, { "role": "assistant", "content": nu...
{ "tool_group": "Finance_crypto_swap", "original_timestamp": 1756328184.7795906, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 1, "num_messages": 4 }
[ { "type": "function", "function": { "name": "by_property_address", "description": "Retrieves detailed property information using a complete property address. The API automatically identifies the Zillow Property ID (ZPID) with 100% accuracy and returns all available property details including own...
[ { "role": "user", "content": "Hi there! Monica here—I’m actually hoping you can help me with something property-related. My cousin inherited a little cabin near Amery from our grandparents, and we’re trying to figure out if it’s...", "tool_calls": null }, { "role": "assistant", "content": nu...
{ "tool_group": "Business_zillow_working_api", "original_timestamp": 1756328218.3561635, "conversation_type": "single_turn", "quality_score": 9, "num_tools": 7, "num_messages": 4 }
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Check out the documentation for more information.

OpenAI Tool Calling Dataset (SFT-Ready)

High-quality tool-calling conversations optimized for supervised fine-tuning (SFT).

Dataset Info

  • Records: 63 conversations
  • Format: JSONL (train.jsonl)
  • Quality: GPT-4o-mini filtered
  • Schema: OpenAI fine-tuning compatible
  • Structure: User message + Assistant tool call (truncated for SFT)

SFT Format

Each conversation contains exactly 2 messages:

  1. User message: The request/prompt
  2. Assistant message: Tool call response (with tool_calls)

Tool responses and subsequent messages are removed for clean SFT training.

Usage

from datasets import load_dataset
dataset = load_dataset("zhendongnvidia/openai-tool-calling-dataset")

# Each record has:
# - tools: Function definitions
# - messages: [user_msg, assistant_with_tool_calls]

Schema Features

  • ✅ Consistent parameter types across all records
  • ✅ Standard OpenAI tools and messages format
  • ✅ Truncated conversations (user → assistant only)
  • ✅ Perfect for supervised fine-tuning on tool calling

Generated with advanced quality filtering, schema normalization, and SFT optimization.

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