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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

new activity about 4 hours ago

ProCreations/grug-v2-9b:Demo for this model on Spaces

repliedto their post about 18 hours ago

so i got 2nd on this competition https://huggingface.co/spaces/ICML-2026-agent-repro/challenge (didnt actually get anything yet hopefully theres no catches) when i get the 1000 dollars worth of gpu credits ill do a lot of cool things, including bigger and newer (qwen 3.8 27b) grugs ONLY IF you guys want (i have a lot of cool ideas for ai models.) stay tuned 👀!

posted an update 1 day 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.

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ProCreations 's Spaces 354

Reproduction logbook — Distributed Direct Preference Optimization

Official real-model reproduction.

Reproduction logbook — Semi-Supervised Gaze Estimation via DSCL

5 falsified; 1 verified

Reproduction logbook — Are Two Datasets Close Enough With Statistical Significance? A Kernel Distributional Closeness Testing Approach

NAMMD theory, benchmark contradiction, and case-study audit

Reproduction logbook — Learning Randomized Reductions

Official CSV reaggregation of the Agentic Bitween claim

Reproduction logbook — Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models

Official reproduction of fine-tuning in linear attention.

Reproduction Efficiently Learning Drifting Halfspaces

Explore experiment logs for the drifting halfspaces paper

Falsification logbook — Deep Networks Learn to Parse

Exact arithmetic audit of six registered claims

Reproduction logbook — Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers

CPU audit of six theoretical and empirical claims

Repro - Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos

Explore a research logbook and collaborate with an AI agent

Reproduction - Expressivity-Efficiency Hybrid Sequence Models

Six claims audited, arXiv 2603.08859

Repro - A Unifying View of Variational Generative Wasserstein Flows

Show a customizable static webpage for your Space

Independent five-claim audit — ATLAS

Display and edit a simple static web page

Reproduction: Statistical Early Stopping for Reasoning Models

Display a simple static welcome page

Reproduction logbook — Expectation Consistency Loss

3 verified; 3 falsified

Reproduction: A Perturbation Approach to Unconstrained Linear Bandits

Create and customize a simple static web page

ICML 2026 reproduction — Optimal and Scalable MAPF

Explore reproducibility results for optimal MAPF research

Reproduction: Generalization and Forgetting in In-Context Continual Learning

Native in-context continual-learning reproduction

Reproduction: Incentivized Exploration with Stochastic Covariates

Native RCB and public IWPC reproduction

Reproduction logbook — VLM-RobustBench: A Comprehensive Benchmark for Robustness of Vision-Language Models

Two magnitudes falsified against the paper's own tables

Falsification logbook — CodeTaste: Can LLMs Generate Human-Level Code Refactorings?

Recomputed from the authors' released artifact and dashboard

Reproduction logbook — A Graphop Analysis of GNNs on Sparse Graphs

Corollary 5.3 contradicted at L=0 and by Figure 1

Reproduction - Epistemic Uncertainty in Overparameterized ReLU Networks

Exact posterior orbit, variance split, and Dirichlet moments

Falsification logbook — Accelerating Regression Tasks with Quantum Algorithms

Theorems omit a precondition required by their proof

Reproduction: Optimal Transport under Group Fairness Constraints

Native Fair OT group-constraint reproduction