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| <title>alphaBell</title> | |
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| <p class="tag">ALPHABELL RESEARCH</p> | |
| <h1>Experiments you can inspect.</h1> | |
| <p>Post-training, model behavior and systems that improve AI.</p> | |
| <section aria-labelledby="flint-clinic"> | |
| <h2 id="flint-clinic">Flint Repair Clinic</h2> | |
| <p>Three real Flint coding failures. Edit the source, inspect the browser error, reveal the recorded repair and play the result.</p> | |
| <nav aria-label="Flint Repair Clinic links"><a href="https://huggingface.co/spaces/alphabell/Flint-Repair-Clinic">Open the Clinic</a><a href="https://huggingface.co/blog/alphabell/flint-repair-clinic">Read the write-up</a><a href="https://huggingface.co/spaces/alphabell/Flint-Repair-Clinic/resolve/main/cases.json">Download the cases</a></nav> | |
| <p class="tag">Real before/after source and hashes. Runs locally in your browser, with no inference call.</p> | |
| </section> | |
| <section aria-labelledby="flint-doctor"> | |
| <h2 id="flint-doctor">Flint Request Doctor</h2> | |
| <p>See which settings Rec's Flint MLX server accepts, rejects or silently ignores. Review JSON locally and trace every diagnostic to pinned source.</p> | |
| <nav aria-label="Flint Request Doctor links"><a href="https://huggingface.co/spaces/alphabell/Flint-Request-Doctor">Open Request Doctor</a><a href="https://github.com/alphabell-research/flint-request-doctor">Source and checks</a><a href="https://huggingface.co/collections/alphabell/flint-builders-runtimes-quants-and-debugging-6adacbc7796f0b3adefeb498">Flint builders collection</a></nav> | |
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| <section aria-labelledby="flint-arcade"> | |
| <h2 id="flint-arcade">Flint Arcade</h2> | |
| <p>Describe a strange game, play it, then give it one more twist. Stock Flint Q8_0 adapts a tested game foundation, with isolated browser checks and bounded repair.</p> | |
| <p>Each of the three curated games has a recorded winning playthrough using real controls. Explore the code and the generation attempts, including failures.</p> | |
| <nav aria-label="Flint Arcade links"><a href="https://huggingface.co/spaces/alphabell/Flint-Arcade">Hugging Face Space</a><a href="https://alphabell.com/arcade/">Play the Arcade</a><a href="https://huggingface.co/datasets/alphabell/Flint-Arcade-Trajectories">Repair trajectories</a><a href="https://github.com/alphabell-research/flint-arcade" rel="nofollow">GitHub</a></nav> | |
| <p class="tag">Application and alphaBell research data under Apache 2.0. Stock model with browser feedback and repair.</p> | |
| </section> | |
| <section aria-labelledby="qwen-open"> | |
| <h2 id="qwen-open">Qwen Open 27B</h2> | |
| <p>Explore our Qwen3.8-27B research checkpoint, historical coding comparisons and evaluation records.</p> | |
| <nav aria-label="Qwen Open links"><a href="https://huggingface.co/alphabell/alphaBell-Qwen3.8-27B-Open-FP8">Model and downloads</a><a href="https://huggingface.co/spaces/alphabell/Qwen-Open-Explorer">Evaluation explorer</a><a href="https://github.com/alphabell-research/alphabell-qwen-open" rel="nofollow">GitHub</a><a href="https://alphabell.com">Lab website</a></nav> | |
| <p class="tag">Noncommercial research. See the model card for lineage, results and release terms.</p> | |
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