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Feature the measured Flint and Qwen topology explorer
#4
by alphabell-research - opened
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README.md
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Research into post-training, model behavior and systems that improve AI. We publish checkpoints and evaluation records so researchers can inspect the results.
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## MOSS Layout Studio
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Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON. Runs locally in your browser.
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Research into post-training, model behavior and systems that improve AI. We publish checkpoints and evaluation records so researchers can inspect the results.
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## Model Observatory
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Explore Flint expert routing and Qwen recurrent memory with real Q8_0 tensor captures. Step through 103 output-token frames, open any block or head, and import your own compatible trace locally.
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[Open Model Observatory](https://huggingface.co/spaces/alphabell/Model-Observatory) · [Inside Qwen](https://alphabell-model-observatory.static.hf.space/?model=qwen) · [Source and trace format](https://huggingface.co/spaces/alphabell/Model-Observatory/tree/main)
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## MOSS Layout Studio
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Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON. Runs locally in your browser.
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index.html
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<p class="tag">ALPHABELL RESEARCH</p>
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<h1>Experiments you can inspect.</h1>
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<p>Post-training, model behavior and systems that improve AI.</p>
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<section aria-labelledby="moss-layout">
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<h2 id="moss-layout">MOSS Layout Studio</h2>
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<p>Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON.</p>
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<p class="tag">ALPHABELL RESEARCH</p>
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<h1>Experiments you can inspect.</h1>
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<p>Post-training, model behavior and systems that improve AI.</p>
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<section aria-labelledby="model-observatory">
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<h2 id="model-observatory">Model Observatory</h2>
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<p>Explore Flint expert routing and Qwen recurrent memory with real Q8_0 tensor captures. Step through 103 output-token frames and open any block, head or expert for inspection.</p>
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<nav aria-label="Model Observatory links"><a href="https://huggingface.co/spaces/alphabell/Model-Observatory">Open Model Observatory</a><a href="https://alphabell-model-observatory.static.hf.space/?model=qwen">Inside Qwen</a><a href="https://huggingface.co/spaces/alphabell/Model-Observatory/tree/main">Source and trace format</a></nav>
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<p class="tag">Measured captures, local replay and compatible trace imports.</p>
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</section>
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<section aria-labelledby="moss-layout">
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<h2 id="moss-layout">MOSS Layout Studio</h2>
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<p>Draw text, object and character boxes for MOSS-Image-Base. Keep exact copy in an editable draft, then export the centered model-coordinate JSON.</p>
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