| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| language: |
| - en |
| - zh |
| tags: |
| - code |
| - agent |
| - benchmark |
| - trajectory |
| - evaluation |
| - traces |
| - openclaw |
| size_categories: |
| - n<1K |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: train.parquet |
| --- |
| |
| # WildClawBench Trajectories |
|
|
| This dataset contains complete OpenClaw agent trajectories collected from the |
| WildClawBench evaluation. The original packaged evaluation outputs remain |
| available as `output_*.tar.gz`; `train.parquet` provides a table optimized for |
| the Hugging Face Dataset Viewer, while `sessions/` provides individually |
| browsable sessions for the Hugging Face Agent Trace Viewer. |
|
|
| The current release contains 600 trajectories: 60 benchmark tasks evaluated |
| with 10 models. |
|
|
| ## Dataset Structure |
|
|
| - `task_id`: WildClawBench task identifier. |
| - `trajectory`: Full message sequence serialized once as a JSON array. |
| - `model_name`: Evaluated model display name. |
| - `task_category`: One of the six WildClawBench task categories. |
|
|
| To keep Dataset Viewer rows small enough to load reliably, inline base64 image |
| payloads are replaced by placeholders containing the original payload length |
| and SHA-256 digest. Message order, image positions, MIME types, text, reasoning, |
| tool calls, and tool results are preserved. The original image payloads and all |
| task artifacts remain available in the corresponding source archive. |
|
|
| ## Agent Trace Viewer |
|
|
| The [`sessions/`](./sessions) directory contains one Pi session v3 JSONL file |
| per model and task: |
|
|
| ```text |
| sessions/<model>/<task_id>.jsonl |
| ``` |
|
|
| Open any JSONL file and select the **Trace** tab to inspect the full session |
| timeline, reasoning blocks, model responses, token usage, tool calls, tool |
| arguments, and tool results. These trace files preserve the original inline |
| image data; only the compact `trajectory` strings in `train.parquet` omit |
| base64 image payloads. |
|
|
| Each session header includes a `trace_status` field: |
|
|
| - `completed`: the recorded execution ended cleanly. |
| - `error`: the model returned an explicit error. |
| - `interrupted`: one or more tool calls have no recorded result. |
|
|
| For `error` and `interrupted` sessions, the Trace Viewer displays a final |
| warning block. This block is explicitly labelled as a synthetic dataset-export |
| marker; it does not replace or modify the original model and tool events. The |
| current release contains 567 completed, 7 error, and 26 interrupted traces. |
|
|
| ## Usage |
|
|
| ```python |
| from datasets import load_dataset |
| |
| dataset = load_dataset("internlm/WildClawBench-Trajectories") |
| sample = dataset["train"][0] |
| ``` |
|
|
