🔄 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 18 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 18 hours ago

deepgrove/maple-preview

liked a model about 18 hours ago

ProCreations/maple-preview-webgpu-v2

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ProCreations 's Spaces 353

Reproduction — Expressive Power of Permutation-Equivariant Weight-Space Networks

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Reproduction: Generalizing Stochastic Smoothing for Differentiation and Gradient Estimation

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Reproduction - Gaussian emergence in belief propagation

Clean-room BP audit on chains, trees, loops, and stars

Reproduction - Semi-knockoffs

All 6 claims reproduced, arXiv 2601.23124

Reproduction - Accelerated Noisy Power Method

Accelerated noisy power and decentralized PCA audit

Reproduction - Online Social Welfare Function-based Resource Allocation

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Reproduction Sinkhorn Diffusion Kernels

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Reproduction - Momentum SGD Under Drift

Paper-scale momentum tracking and minimax inertia audit

Reproduction — MiniMax Factored Stochastic Policies

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Reproduction - An Odd Estimator for Shapley Values

All 6 claims audited, arXiv 2602.01399

Reproduction - Estimating Continuous Treatment Effects with Two-Stage KRR

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Diffusion flow matching — paper-native exact audit

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Reproduction logbook — miVCnnDatA

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Reproduction - Decoupled Bandit FTPL

Decoupled-bandit FTPL claim audit

Reproduction - Dynamic Programming for Epistemic Uncertainty in Markov Decision Processes

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Reproduction - Statistical Provability Theory of Agentic Theorem Provers

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Reproduction Networked Information Aggregation for Binary Classification

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Reproduction - Joint Online Configuration and Admission Control

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Repro - Demystifying LLM-as-a-Judge

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Reproduction - Direct Second-Order Zero-Sum Game Solving

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Reproduction — A Stronger Benchmark for Online Bilateral Trade

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Reproduction - Bivariate Causal Statements via Mutual Compatibility

5 reproduced, 1 partially falsified

Reproduction Learning-Augmented Online Covering Problems

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Reproduction — How to Correctly Report LLM-as-a-Judge Evaluations

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