🔄 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

new activity about 4 hours ago

ICML-2026-agent-repro/certificate-generator:Fix invisible dark-mode text and restore certificate generation

posted an update about 4 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 👀!

updated a Space about 23 hours ago

ProCreations/vCc2NAe0OS-reproducibility-logbook-hive

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Organizations

ProCreations 's Spaces 352

Reproducibility logbook — Hive

Five claims verified by paper arithmetic; the released

Reproduction logbook — TimeRCD

Paper-native arithmetic, source audit, and figure

Reproduction logbook — Dense associative memory on the Bures-Wasserstein space

Five claims verified and one claim falsified from the

Reproduction logbook — Latent Collaboration in Multi-Agent Systems

Fresh executable audit of LatentMAS claims

Adalina: Adaptive Linear Approximation for the Shapley Value and Beyond

Independent numerical reproduction of Adalina

Reproduction logbook — Approximation Preserving Coresets

Independent six-claim coreset audit

Reproduction logbook — srIStBTJiu

Arithmetic and source-pinned checks for six registered

MEC: independent reproduction

Four claims verified; one falsified

Reproduction - Infinite Mask Diffusion for Few-Step Distillation

Exact factorization-bound and source-table audit

Reproduction - IAMA via Non-Linear GRPO

Exact GRPO objectives, derivatives, and bimodal optimum

Reproduction logbook — Non-Euclidean Gradient Descent Operates at the Edge of Stability

Fresh six-claim ICML 2026 reproduction

Reproduction: PluRel Relational Scaling Laws

Native PluRel scaling and generator reproduction

Reproduction - FloorplanQA Spatial Reasoning Audit

Full 2,000-layout, eight-task FloorplanQA v4 claim audit

Reproduction logbook — Rethinking Code Complexity Through the Lens of Large Language Models

LM-CC mechanism and model generalization audit.

Repro - TimeSpot: Benchmarking Geo-Temporal Understanding in Vision-Language Models in Real-World Settings

Browse and collaborate on experiment logbooks with an AI agent

Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

Explore a reproducible research on tree‑structured ILR

Reproduction - On the Role of Batch Size in Stochastic Conditional Gradient Methods

Explore and collaborate on research logbooks

Reproduction - Last-iterate Convergence of ADMM on Multi-affine Quadratic Equality Constrained Problem

Scaled exact ADMM, polyhedral and locomotion audit

Repro - Stable Deep Reinforcement Learning via Isotropic Gaussian Representations

Explore experiment logs and sync findings with a coding agent

Reproduction - How Many Different Outputs Can a Transformer Generate?

Explore a research logbook and connect with an AI agent

Reproduction logbook — SlideSparse: Fast and Flexible (2N-2):2N Structured Sparsity

Independent SlideSparse throughput and theorem audit

Reproduction logbook — Computationally-efficient Graph Modeling with Refined Graph Random Features

Six-claim independent GRFs++ audit

Reproduction logbook — Bregman meets Lévy: Stochastic mirror descent with heavy-tailed noise

Independent six-claim heavy-tail reproduction

Reproduction logbook — Beyond Structural Symmetries: Linear Mode Connectivity via Neuron Identifiability

Executed six-claim ICML 2026 reproduction