University of Waterloo researchers release Program-as-Weights to compile fuzzy English functions into local neural programs
The 0.6B interpreter matches Qwen2-32B performance on FuzzyBench.
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Paper: https://paperswithcode.co/paper/2607.02512
Model: https://huggingface.co/programasweights/paw-4b-qwen3-0.6b Dataset: https://huggingface.co/datasets/yuntian-deng/fuzzy_bench_verified
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Program-as-Weights
Write a function in English and compile it into a neural program that runs locally. A 0.6B interpreter matches Qwen3-32B using roughly 1/50th of the memory.
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