Johin/function-calling-dataset

--- language: - en license: apache-2.0 tags: - function-calling - tool-use - synthetic - agents - training-data size_categories: - 10K<n<100K task_categories: - text-generation --- # Function-Calling Dataset High-quality synthetic dataset for training function-calling / tool-use capabilities in LLMs. ## Dataset Details - **9723 examples** across 6 domains - **30 unique function definitions** with JSON Schema parameters - **5 complexity levels**: simple, moderate, complex, multi-tool, conversational - Generated using Gemini 2.0 Flash with careful prompt engineering and validation ## Domains | Domain | Description | Functions | |--------|-------------|-----------| | E-commerce | Shopping, cart, checkout | 5 | | Calendar | Events, scheduling, free slots | 5 | | DevOps | Deploy, logs, scaling, metrics | 5 | | Finance | Accounts, transfers, invoices | 5 | | CRM | Contacts, deals, pipeline | 5 | | Data Analysis | SQL, charts, exports | 5 | ## Format Each example is a JSON object with: - `messages`: Array of conversation messages (system, user, assistant with function_call, function results) - `metadata`: Domain, complexity level, available functions ## Usage ```python from datasets import load_dataset dataset = load_dataset("Johin/function-calling-dataset") ``` ## License Apache 2.0 — use for any purpose including commercial training.