🔄 In a Training Loop

SSH PRO

ProCreations

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https://ssh.codes

AI & ML interests

Making AI’s small, accessible, and easy to run on consumer hardware

Recent Activity

posted an update about 14 hours ago

check out this cool webgpu thing i made! https://huggingface.co/spaces/ProCreations/maple-webgpu runs this model https://huggingface.co/deepgrove/maple-preview with cool performance i found today on WebGPU locally on your computer with very fast speeds. made with a mix of gpt 5.6 sol + opus 5 ultracode, its amazing what agents can do now, just a year ago this wouldve been impossible with them.

liked a model about 15 hours ago

deepgrove/maple-preview

liked a model about 15 hours ago

ProCreations/maple-preview-webgpu-v2

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ProCreations 's Spaces 353

Reproduction — geometric entropy and retrieval transitions

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Repro - Ski Rental Unknown Quality

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Repro - Gaussian MFVI Predictive Variance

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Reproduction - Mean-Shift PCA by Knockoff Mean

Native knockoff-mean PCA and fluctuation audit

Reproduction — provably learning attention with queries

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Reproduction — robust and consistent ski rental

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Reproduction - Robust Maximal Lotteries

Exact robust-lottery LP, theorem, and attribution audit

Tau2-Bench Native Telecom Reproduction

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Combinatorial Sparse PCA Beyond Spiked Identity — Native Reproduction

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Koopman Flow Version Audit

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Riemannian Correlation Networks Audit

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Actor–critic with evolving rewards: five-claim native audit

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Accuracy-First Renyi DP Audit

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D-RUT Hamiltonian Learning Audit

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Beyond ReLU Bifurcation Audit

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Fast Signed-Forest Matrix Estimation

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Reproduction APUB Stochastic Programming

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Reproduction Upper-Linearizability of Online Non-Monotone DR-Submodular Maximization

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Reproduction - Gradient Flow Sampler-based Distributionally Robust Optimization

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Wasserstein Noise Sensitivity — Native Audit

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Reproduction Infinite-Dimensional Generative Diffusions

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Reproduction - Scalable Bayesian Inference for Nonlinear Conservation Laws

Source-native paper-scale GP-FVM reproduction

Reproduction — causal pathways of rare events

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Reproduction - Mamba ICL with Outliers

Outlier-robust Mamba in-context-learning audit