🔄 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

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posted an update about 9 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 9 hours ago

deepgrove/maple-preview

liked a model about 10 hours ago

ProCreations/maple-preview-webgpu-v2

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ProCreations 's Spaces 353

Reproduction Model-Free Robust Average-Reward Reinforcement Learning

Reproduction Refined Analysis of Entropy-Regularized Actor-Critic

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Reproduction Floating-Point Networks with AD

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Reproduction - Convergence of Two-Timescale Markovian Stochastic Approximations with Applications in Reinforcement Learning

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Reproduction Parameter-Free Dynamic Regret

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Reproduction — Near-Optimal Regret for KL-Regularized Multi-Armed Bandits

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Reproduction Shared Linear Representation TPGD

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Reproduction — Prior Diffusiveness and Regret in the Linear-Gaussian Bandit

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Reproduction Deep Jacobian Spectra

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Reproduction Efficient Privacy Loss Accounting

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Reproduction - Fine-Grained Uniform Convergence for Halfspaces

Reproduction - Improved Dimension Dependence for Bandit Convex Optimization with Gradient Variations

Reproduction — Model Monotonicity in Autobidding Auctions

Reproduction - Well-Posed Wasserstein KL Control

Support mismatch, vanishing noise, and control audit

Reproduction - Frank-Wolfe Lower Bound

A high-precision constructive Frank-Wolfe lower bound

Reproduction Large-Sample SGMCMC UQ

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Reproduction Welfare-Optimal Classification with Accuracy Auctions

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Reproduction - Dimension-Independent Convergence of Underdamped Langevin Monte Carlo in KL Divergence

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Reproduction - Decision Tree Learning on Product Spaces

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Reproduction - Joint Gaussian Single-Index Learning

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Reproduction - Optimal Quantum Speedups for Repeatedly Nested Expectation Estimation

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Reproduction - Balancing Learning Rates Across Layers

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Reproduction - Lower Complexity Bounds for Nonconvex-Strongly-Convex Bilevel Optimization

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Reproduction - High-Dimensional Learning Dynamics of Quantized Models with STE

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