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@@ -15,11 +15,11 @@ size_categories:
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  - 100K<n<1M
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  ---
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- # OpenMobile-Data
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- Supervised fine-tuning data for mobile GUI agents. Each example is one decision step from a trajectory: the model reads the remaining screenshots and the conversation history, then writes a `Thought:` followed by one tool call. Coordinates belong in the tool arguments. The screen space in the prompt is **999×999**.
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- The release contains **11,643** trajectories and **118,582** steps, about **59.2 GB**. Trajectory folders contain only `screenshot_step{K}.png`.
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  ## Splits
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@@ -40,15 +40,23 @@ Each `train.json` is a list of objects with `id`, `messages`, and `images`.
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  - History `assistant` turns are marked `"loss": false`. Supervise the last `assistant` turn.
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  - Hybrid `tool` messages may include a foreground-app tool catalog. Those tools are valid only while that app stays in front.
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  ## Use with ms-swift
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  Download the full repository so the screenshot paths resolve. The dataset viewer table stores those paths as strings and does not replace this download.
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  ```bash
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- hf download OpenMobile-2/OpenMobile-Data --repo-type dataset --local-dir OpenMobile-Data
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  swift sft \
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- --custom_dataset_info OpenMobile-Data/dataset_info.json \
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  --dataset emulator_qwen35_last3_noloop_notitle_nocoord_think_thought \
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  mobilegym_qwen35_last3_noloop_notitle_nocoord_think_thought \
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  gui_mcp_qwen35_last3_noloop_notitle_nocoord_think_thought
 
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  - 100K<n<1M
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  ---
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+ # OpenMobile-Data-v2
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+ Two parts. SFT is one decision step per example: the model reads the remaining screenshots and the conversation history, then writes a `Thought:` followed by one tool call. Coordinates belong in the tool arguments. The screen space in the prompt is **999×999**. RL is one task per line, with the instruction, the initial state, and the check for success.
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+ SFT has **11,643** trajectories and **118,582** steps, about **59.2 GB**. Trajectory folders contain only `screenshot_step{K}.png`. RL has **2,475** tasks in one JSONL file.
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  ## Splits
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  - History `assistant` turns are marked `"loss": false`. Supervise the last `assistant` turn.
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  - Hybrid `tool` messages may include a foreground-app tool catalog. Those tools are valid only while that app stays in front.
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+ ## RL tasks
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+
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+ `RL/tasks.jsonl` is one JSON object per line. Each line has `task`, `init`, and `verify` together.
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+
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+ - `task.instruction` is the user goal. `task.apps` lists the apps involved.
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+ - `init` is the starting state, including `assertion_initials`.
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+ - `verify` is the success check: `assertions` and optional `extra_checks`.
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+
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  ## Use with ms-swift
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  Download the full repository so the screenshot paths resolve. The dataset viewer table stores those paths as strings and does not replace this download.
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  ```bash
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+ hf download OpenMobile-2/OpenMobile-Data-v2 --repo-type dataset --local-dir OpenMobile-Data-v2
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  swift sft \
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+ --custom_dataset_info OpenMobile-Data-v2/dataset_info.json \
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  --dataset emulator_qwen35_last3_noloop_notitle_nocoord_think_thought \
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  mobilegym_qwen35_last3_noloop_notitle_nocoord_think_thought \
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  gui_mcp_qwen35_last3_noloop_notitle_nocoord_think_thought