🔄 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 12 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 12 hours ago

deepgrove/maple-preview

liked a model about 13 hours ago

ProCreations/maple-preview-webgpu-v2

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Organizations

ProCreations 's Spaces 353

Reproduction - Skewness-Robust Causal Discovery

Full released-run audit of six SkewD claims

Reproduction - Exactly Computing do-Shapley Values

All 6 claims reproduced, arXiv 2602.07203

Reproduction - Provably Data-driven Lagrangian Relaxation for MILP

Exact reproduction of all 6 claims, arXiv 2605.19052

Reproduction - The Base Model Barrier

Policy-gradient base-model-barrier audit

Reproduction - Planar Symmetric Pattern Generation

All-17 native symmetry, VTM and metamaterial reproduction

Reproduction - The Geometry of Projection Heads: Conditioning, Invariance, and Collapse

Direct released-data projection-head geometry reproduction

Reproduction Convex Distance Operator Transport

Explore and sync project logbook with your AI coding agent

Reproduction - Optimal Unconstrained Self-Distillation

Exact-risk and one-shot GCV self-distillation audit

Reproduction - GENEB: Why Genomic Models Are Hard to Compare

Complete direct audit of the released GENEB benchmark

HiPPO Zoo: Released-Scale Five-Mechanism Reproduction

Explore and edit experiment logs with an AI collaborator

Reproduction - Shuffling-Aware Private Mean

Shuffling-aware private vector-mean audit

On Structured State-Space Duality — Exact Reproduction

Browse a structured logbook and sync it with an AI agent

Reproduction - Riemannian Dueling Optimization

Direct RDNGD, RRDNGD, RDFW, sphere and SPD audit

Reproduction - Differentiable Conformal Training for LLM Reasoning Factuality

Native released-data DCF audit; 6/6 claims supported

Reproduction - MASH: Pay-Per-Search Models are Abstention Models

Full-release MASH claim audit

Reproduction Unifying Low Dimensional Spectra

Explore and reproduce low‑dimensional spectral data online

Reproduction - Amortized Variational Inference for Partial-Label Learning

Full-release ViPll mechanism, result, and ablation audit

Reproduction - Neural Quantum States in Mixed Precision

Native released NQS reproduction; 6/6 claims supported

Reproduction Solving Imperfect-Recall Games via SOS

Browse project logbook and sync notes with an AI agent

Reproduction - Stability and Generalization of Nonconvex Optimization with Heavy-Tailed Noise

Explore experiment logs and collaborate with an AI agent

Reproduction: (Doubly) Exponential FTRL Lower Bounds

Explore and edit a research logbook with AI collaboration

Reproduction - Understanding Behavior Cloning with Action Quantization

Explore research logs and collaborate with an AI agent

Reproduction - Sharp TV-Hellinger Inequalities

Chebyshev sharpness for Gaussian mixtures

Reproduction - Dynamic-Network ULSE

Dynamic-network spectral-embedding audit