Dataset · Hugging Face

itigges22/ATLAS

Name: ATLAS
Creator: itigges22
License: agpl-3.0
Keywords: task_categories:other, license:agpl-3.0, region:us, code-generation, embeddings, energy-based-models, geometric-lens, activation-steering, control-vectors

ATLAS Geometric Lens: Training Data & Models What is ATLAS? ATLAS (Adaptive Test-time Learning and Autonomous Specialization) is a fully self-hosted coding assistant that runs on a single consumer GPU. It wraps a frozen open-weight model in an inference scaffold (constraint-driven generation, energy-based verification, self-verified repair) instead of fine-tuning or routing to a hosted API. The headline result is 74.6% pass@1-v(k=3) on LiveCodeBench v5 using a… See the full description on the dataset page: https://huggingface.co/datasets/itigges22/ATLAS.

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Author / organization	itigges22
License (as declared)	agpl-3.0
Downloads	695 (as reported by Hugging Face)
Likes	2
Created	5 April 2026
Last updated at source	2 July 2026

code-generationembeddingsenergy-based-modelsgeometric-lensactivation-steeringcontrol-vectors

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