🏗️ Building on HF

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pollix

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posted an update about 4 hours ago

Built a Space for stuntd: https://huggingface.co/spaces/pollix/stuntd For each question it shows the same answer twice: zero-shot Laya, and a small head trained on the frozen Laya encoder. You get the option probabilities, the confidence threshold and the latency. When the head isn't sure, it hands the question back to the teacher instead of guessing. On jevbench, same machine, n=500: agnews 86.0 → 92.6, banking77 38.2 → 69.6. Everything runs locally; heads train in 4-20 minutes on a laptop GPU. Code (Apache-2.0): https://github.com/bladedevoff/stuntd

updated a Space about 6 hours ago

liked a Space about 8 hours ago

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pollix 's Spaces 1

stuntd

Zero-shot Laya vs heads stuntd trained per decision