AIMech AI

Energy-Based LLM

Model AIO:EnergyBasedLLM NOT_REVIEWED
A large language model which models the explicit probability density over token sequences using an energy function, rather than an autoregressive factorization. This can improve modeling of long-range dependencies and global coherence.
Ontology IRI: https://w3id.org/aio/EnergyBasedLLM

Ontology Structure & Relationships

Parent Classes
Branches
Model

Annotations & Sources

Synonyms:
  • Energy-Based Large Language Model exact
  • energy scoring related
  • explicit density modeling related
Subsets:
  • https://w3id.org/aio/ModelSubset

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub
Release Version: aio.json
Commit: 397851c547…
License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256: 8f741d71408c…
Source File: data/aio/EnergyBasedLLM.yaml