README.md

metadata

license: apache-2.0
language:
  - en
  - es
task_categories:
  - text-generation
pretty_name: Network Agent (FunctionGemma) EN/ES Tool-Calling Dataset
tags:
  - synthetic
  - forjal
  - function-calling
  - functiongemma
  - tool-use
  - two-turn
size_categories:
  - 1K<n<10K
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train.jsonl
      - split: validation
        path: data/validation.jsonl
      - split: test
        path: data/test.jsonl
  - config_name: en
    data_files:
      - split: train
        path: data/en/train.jsonl
      - split: validation
        path: data/en/validation.jsonl
      - split: test
        path: data/en/test.jsonl
  - config_name: es
    data_files:
      - split: train
        path: data/es/train.jsonl
      - split: validation
        path: data/es/validation.jsonl
      - split: test
        path: data/es/test.jsonl

Network Agent (FunctionGemma) EN/ES Tool-Calling Dataset

Synthetic two-turn tool-calling dataset for a small on-device network assistant, exported in the functiongemma_tool_calling format and compatible with the Google/Hugging Face FunctionGemma flow (apply_chat_template(messages, tools=tools)).

The agent answers user questions about the home network by calling one of three tools on the first turn and then producing a short natural-language answer on the second turn, using the tool result as fact.

Configurations

• default — combined bilingual English + Spanish (1112 rows).
• en — English only (556 rows).
• es — Spanish only (556 rows).

Config	train	validation	test	total
default (en+es)	842	118	152	1112
en	421	59	76	556
es	421	59	76	556

Tools

• get_number_connected_users — number of devices connected to the network.
• check_internet_status — 0 = working, 1 or greater = failure.
• get_internet_speed — current internet speed in Mbps.

All tools take an empty argument object.

Row format

Each row is a chat example with messages and tools:

• messages[0] — developer prompt (English or Spanish variant).
• First-turn rows: developer, user, assistant(tool_calls).
• Second-turn rows: developer, user, assistant(tool_calls), tool, assistant(content).
• Direct-response rows (small talk / out-of-scope refusal): developer, user, assistant(content).

role: "developer" is intentional for FunctionGemma and should not be rewritten to system.

Coverage modules

first_turn_core, second_turn_core_success, second_turn_error, first_turn_edge, mixed_robustness, second_turn_conditional, plus small-talk and out-of-scope refusal rows. See reports/ for per-split composition and balance reports.

Provenance

Derived and rebalanced from Forjal/forjal-network-agent-v4-9847d936. This release normalizes second-turn rows to a single final assistant message, replaces malformed first-turn text with the tool call, balances tools across splits, and adds a Spanish translation so the model can respond in English or Spanish based on the user's language.