Duplicate from google/mobile-actions
Browse filesCo-authored-by: Juyeong Ji <bebechien@users.noreply.huggingface.co>
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- README.md +42 -0
- dataset.jsonl +3 -0
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README.md
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---
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license: cc-by-4.0
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tags:
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- gemma3
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- gemma
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- google
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- functiongemma
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- mobile-actions
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- function-calling
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language:
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- en
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size_categories:
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- 10M<n<100M
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---
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# Mobile Actions: A Dataset for On-Device Function Calling
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The dataset contains conversational traces designed to train lightweight models (such as FunctionGemma 270M) to translate natural language instructions into executable function calls for Android OS system tools.
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## Dataset Format
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The dataset is provided in JSONL format. Each line represents a data sample. The
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dataset is pre-split into training and evaluation sets. This distinction is
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denoted by the `metadata` field within each sample.
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Each JSON object in the file contains the following fields:
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- `metadata`: Contains metadata about the data sample for splitting. The value is either "train" or "eval".
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- `tools`: A list of available tools (functions) that the model can call. Each tool has:
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- `function`: An object describing the function:
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- `name`: The name of the function.
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- `description`: A description of what the function does.
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- `parameters`: An object describing the parameters the function accepts, following a JSON Schema like structure.
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- `messages`: A list of messages, usually containing user input and the expected function call.
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- `role`: Typically "user" for the input command and "assistant" for the function call.
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- `content`: The natural language input from the user.
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- `tool_calls`: (For assistant role) A list of tool calls the model should predict. Each tool call has:
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- `id`: A unique identifier for the tool call.
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- `type`: Always "function".
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- `function`: An object specifying the function to call:
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- `name`: The name of the function.
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- `arguments`: A stringified JSON object containing the arguments for the function.
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dataset.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:91d251ee958cfd295af6c4504c236a3a1ad19517de240c3bc680bacfcbf7e7d9
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size 25702298
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