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The ultimate guide to multi-harness RL
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Training and evals together across many agent harnesses
AI & ML interests
RL Environments at Scale
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Agents
Data Agent Training Comparison
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Visualize training and evaluation metrics for your project
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Data Agent Blackbox OpenCode Env
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Run OpenCode data analysis tasks in a sandbox
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Data Agent Blackbox Harbor Env
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Run a coding agent on a chosen data task via your model endpoint
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Nayana Multilingual OCR
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Score multilingual OCR and document QA answers
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Data Agent SETA Whitebox Env
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Explore data tasks, run commands, and submit answers
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Agents
LaTeX OCR Training
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Cross-model RL training, evaluation, and run history
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LaTeX OCR Env
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Transcribe math images to LaTeX and receive a score
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Featured
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How to turn a game into an RL environment
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From an idea to a trained 4B, with the dead ends left in
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RL
HuggingEnvs
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Agents
GeoGuesser GRPO
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Show live I/O tracking dashboard
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Agents
Geoguesser Grpo V2 Trackio
🎯
Display your tracked metrics in a dashboard
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Watercolour Gallery
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Every painting of every run, with the sketch that made it
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Agents
Geoguesser Grpo Trackio
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Show a live tracking dashboard
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MCP
RL
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Geoguesser Environment
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Interact with a GeoGuessr‑like environment
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Agents
Watercolour Trackio Hps Only
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Show interactive tracking visualizations
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Watercolour HPSv3
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RL
Watercolour Environment Server
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Agents
Watercolour Trackio Judge Led
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Show interactive tracking visualizations
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Agents
Watercolour Trackio Hps Led
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Display track information and visualizations