AIMech AI

Sparse LLM

Model AIO:SparseLLM NOT_REVIEWED
A large language model that uses techniques like pruning or quantization to reduce the number of non-zero parameters in the model making it more parameter-efficient and easier to deploy on resource-constrained devices.
Ontology IRI: https://w3id.org/aio/SparseLLM

Ontology Structure & Relationships

Parent Classes
Branches
Model

Annotations & Sources

Synonyms:
  • Sparse Large Language Model exact
  • model compression related
  • parameter efficiency 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/SparseLLM.yaml