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Other literature type . 2026
License: CC BY
Data sources: ZENODO
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Project deliverable . 2026
License: CC BY
Data sources: Datacite
ZENODO
Project deliverable . 2026
License: CC BY
Data sources: Datacite
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D4.3 Deployment of SSH LLMs

Authors: Margraf, Arek; Hoffmann, Tomasz; Romanello, Matteo;

D4.3 Deployment of SSH LLMs

Abstract

The purpose of this deliverable is to document the LLM services deployed within GRAPHIA and the infrastructure supporting their operation. As a software deliverable, D4.3 focuses on the operational characteristics of the deployed services, including their deployment environments, access mechanisms, ownership, and production readiness status. This document provides an overview of the deployment architecture supporting GRAPHIA's SSH-oriented LLM ecosystem, spanning both OKD- and HPC-based execution environments. It describes the deployed LLM models, the services built upon them, and the operational infrastructure that enables their integration with GRAPHIA applications, pilot activities, and AI-enabled functionalities. The deployment landscape described in this document should be understood as a snapshot of the operational state of the GRAPHIA SSH LLM ecosystem at the time of writing. At the time of submission, the deployed services are operational and available to their intended users. As the project progresses, both the underlying models and the portfolio of services built upon them are expected to evolve in response to technological advances and the needs of the GRAPHIA community. Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the Agency. Neither the European Union nor the granting authority can be held responsible for them.

Keywords

Large language models (LLMs), Social Sciences and Humanities (SSH), Deployment, HPC, OKD

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green