🔄 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 13 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 13 hours ago

deepgrove/maple-preview

liked a model about 14 hours ago

ProCreations/maple-preview-webgpu-v2

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ProCreations 's Spaces 353

Reproduction: Second-order Sequential Mean Testing

Direct sequential KL-inf reproduction

Reproduction — Language Generation with Replay

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Formal Problem-Solving Exact Audit

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Reproduction: Questioning the Coverage-Length Metric

Direct PT coverage-length reproduction

Reproduction: Generalized Boundary FDR Control with Domino

Direct native Domino k-boundary FDR reproduction

Reproduction: Corruption-Tolerant Asynchronous Q-Learning

Direct native Robust Async-Q reproduction

Repro - Positive Distribution Shift Theorem Audit

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Reproduction: Efficient Stochastic Optimisation via SMC

Native SOSMC theory and benchmark reproduction

Reproduction: SoftJAX & SoftTorch Informative Gradients

Native SoftJAX and SoftTorch reproduction

Reproduction Gromov-Wasserstein at Scale

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Reproduction - Exact Unlearning in Reinforcement Learning

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Reproduction: Matroid Algorithms Under Size-Sensitive Independence Oracles

Native size-sensitive matroid audit

Reproduction: Mixed Synthetic Nearest Neighbors

Native mixed-anchor matrix-completion audit

Reproduction: DiscoGen Procedural Algorithm-Discovery Tasks

Native DiscoGen task-space and benchmark audit

Reproduction: Optimal Regularization for Performative Learning

Native performative ridge audit

High-Dimensional Gaussian and SGG Optimality — Native Reproduction

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Reproduction - Improved Algorithms for Nash Welfare in Linear Bandits

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Reproduction - A Game-Theoretic Analysis of Attacks on Large Language Models via Compositional Skills

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Reproduction - Rex Reversible Exponential Stochastic Runge-Kutta Solvers

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Reproduction - DAL - A Practical Prior-Free Black-Box Framework for Piecewise Stationary Bandits

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Reproduction: FairCrowd Demographic-Parity Aggregation

Exact FairCrowd DP aggregation audit

Dual predictions: exact native audit

Exact laminar, MTS, caching and Appendix-A.4 audit

Reproduction - On-policy Preference Coverage

Exact coverage, optimal-design, and method-attribution audit

Reproduction - Connectivity and Laplacian Representations

Native finite-state Laplacian connectivity audit