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Upgrade card: rich YAML metadata (tags/language/configs), schema docs, load_dataset quickstart

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  ---
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  license: apache-2.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
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  # ⚡ Professional Japanese Function Calling Dataset for LLM Alignment (Free Trial)
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  - **Schema Stability:** 100% schema‑validated — no phantom tool‑calls, no argument‑type mismatches, no malformed trajectories.
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  - **Robust Error Recovery:** Enforces multi-turn execution resilience against high-context Japanese tool routing, honorific variations, and entity double-meanings without structural breakdown.
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  ---
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  ## 🚀 Upgrade to Production Scale & Commercial Tiers
 
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  license: apache-2.0
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+ language:
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+ - ja
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+ pretty_name: Japanese Function Calling Dataset (50-Row Free Trial)
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+ tags:
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+ - function-calling
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+ - tool-use
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+ - agents
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+ - japanese
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+ - synthetic
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+ task_categories:
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+ - text-generation
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+ size_categories:
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+ - n<1K
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data.jsonl
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  ---
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  # ⚡ Professional Japanese Function Calling Dataset for LLM Alignment (Free Trial)
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  - **Schema Stability:** 100% schema‑validated — no phantom tool‑calls, no argument‑type mismatches, no malformed trajectories.
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  - **Robust Error Recovery:** Enforces multi-turn execution resilience against high-context Japanese tool routing, honorific variations, and entity double-meanings without structural breakdown.
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+ **Schema (per row):** Single-shot design — a Japanese user request followed by a strict-JSON tool call (optimized for high-precision JA tool-routing alignment).
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+ ```json
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+ {
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+ "id": "unique sample identifier",
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+ "tools": "JSON string: array of available tool definitions (name, description, parameters)",
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+ "conversations": [
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+ {"from": "user", "value": "日本語のタスク依頼"},
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+ {"from": "assistant", "value": "tool call as strict JSON"}
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+ ]
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+ }
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+ ```
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+
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+ **Load with 🤗 Datasets:**
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("springofwindslabs/function-calling-ja-trial", split="train")
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+ print(ds[0]["conversations"])
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+ ```
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+
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  ---
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  ## 🚀 Upgrade to Production Scale & Commercial Tiers