researchactiveApril 2025

Autonomous Researcher

Self-running ML experiments on DGX

◆ What

Self-running ML experiments on DGX

◆ How

Gemini 3 ProClaude OpusPyTorchDockerHuggingFace

Built on: DGX Spark Platform, Nanochat Experiments

◆ Why

The Lab + Pioneer

Hero: Flagship projects with major impact

Overview

Open-source AI research assistant that autonomously designs, runs, and analyzes ML experiments. Fork of Matt Shumer's repo enhanced for local DGX Spark execution with GPU support. Produces publication-ready Arxiv-style papers.

Technologies

Gemini 3 ProClaude OpusPyTorchDockerHuggingFace

Narrative Framings

The Lab

Pioneer

Evidence & Links

GitHub

BioInfo/autonomous-researcher

Related Writing

Connected Projects

←Builds on

personal

DGX Spark Platform

Personal GPU research infrastructure

research

Nanochat Experiments

Training LLMs from scratch on domain data

→Enables

research

OncoVLM

Oncology multimodal AI models at three scales

↔Related

research

Gemma Fine-tuning

Fine-tuning Gemma 3 4B for meeting intelligence

content

rundatarun.io

Personal creative AI blog on building with AI

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