🔄 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 11 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 11 hours ago

deepgrove/maple-preview

liked a model about 12 hours ago

ProCreations/maple-preview-webgpu-v2

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ProCreations 's Spaces 353

Reproduction Magnitude Distance Complete Audit

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Online packet scheduling — paper-native audit

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HJ-Prox operator splitting: native-scale audit

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Reproduction - Performative Prediction Complexity

Audit of performative-prediction complexity claims

Reproduction: CLASP for Convex Losses and Squared Penalties

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Reproduction - Near-Optimal Convergence under Generalized Smoothness

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Reproduction - Colorful Pinball

View the Colorful Pinball game logbook online

Reproduction - The Implicit Bias of Steepest Descent with Mini-batch Stochastic Gradient

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Reproduction - Compact Conformal Subgraphs

Compact conformal-subgraph claim audit

Reproduction — Multi-task Linear Regression without Eigenvalue Lower Bounds

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Reproduction — Any-dimensional invariant universality

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Reproduction - Attention-Head Seed Stability

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Reproduction — Interpolation and Aggregation in Regression

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Innovation and hallucination: native-scale posterior audit

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Sequential Markov testing: six-claim direct audit

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Reproduction Learning in Bayesian Stackelberg Games

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CGP: exhaustive algorithm and rate audit

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Bandit OT: exact structural audit

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Repro - No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference

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Reproduction - Finding Most Influential Sets

Exact top-k and selection-consistency audit

Reproduction — Approximate Reward Models for Inference-Time Scaling

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Reproduction - Sketch-and-Project Natural Gradient

Subsampled natural-gradient and SPRING audit

Reproduction - Randomized Feasibility Methods

Adaptive randomized-feasibility convergence audit

Reproduction - Exact Categorical Functional ANOVA

Exact dependent categorical ANOVA identity and speed audit