| ---
|
| title: Trace Task Explorer
|
| emoji: 🔎
|
| colorFrom: blue
|
| colorTo: indigo
|
| sdk: gradio
|
| sdk_version: 6.20.0
|
| python_version: "3.12"
|
| app_file: app.py
|
| pinned: false
|
| license: apache-2.0
|
| short_description: Generate and inspect 1,000 grounded visual-reasoning tasks.
|
| suggested_hardware: cpu-basic
|
| models:
|
| - maveryn/trace-qwen2.5-vl-3b
|
| - maveryn/trace-qwen2.5-vl-7b
|
| datasets:
|
| - maveryn/trace
|
| tags:
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| - visual-reasoning
|
| - synthetic-data
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| - reinforcement-learning
|
| - rlvr
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| - multimodal
|
| ---
|
|
|
| # Trace Task Explorer
|
|
|
| This Space generates any of Trace's 1,000 deterministic, grounded
|
| visual-reasoning tasks. Select a domain, scene, task, and seed to inspect the |
| rendered image, answer-mode prompt, typed supervision, public annotation |
| overlay, exact reward contract, and sanitized public execution trace. |
|
|
| The Space is CPU-only and may need a short cold start. It accepts no uploads and
|
| stores no generated examples. The package dependency is pinned to the exact
|
| source revision shown in the **Reproduce** tab.
|
|
|
| - [Source repository](https://github.com/maveryn/trace)
|
| - [Documentation](https://maveryn.github.io/trace/)
|
| - [Paper](https://arxiv.org/abs/2607.19790)
|
| - [Dataset](https://huggingface.co/datasets/maveryn/trace)
|
| - [Hugging Face collection](https://huggingface.co/collections/maveryn/trace-6a604291b4be4ed6399b9f24)
|
| - [3B checkpoint](https://huggingface.co/maveryn/trace-qwen2.5-vl-3b)
|
| - [7B checkpoint](https://huggingface.co/maveryn/trace-qwen2.5-vl-7b)
|
|
|
| ## Citation
|
|
|
| ```bibtex
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| @misc{alam2026trace,
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| title = {Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning},
|
| author = {Alam, Md Tanvirul},
|
| year = {2026},
|
| eprint = {2607.19790},
|
| archivePrefix = {arXiv},
|
| primaryClass = {cs.CV},
|
| url = {https://arxiv.org/abs/2607.19790}
|
| }
|
| ```
|
|
|
