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Alternance - Integrate LLMs in Papyrus: the CEA LIST Model Based System Engineering Platform (H/F)
Il y a 4 mois
Context:
The Embedded and Autonomous Systems Design Laboratory (LSEA) of the CEA LIST works on the development of tools and methodologies to design safe and efficient softwares.
The systems developed must provide functions with associated service qualities. The increasing complexity of these systems makes it necessary to approach their design at high levels of abstraction. Thus, Standards Modeling Languages has emerged from UML (a generic software inspired Modeling Language) to SysML (a generic system Modeling Language) as well as other Domain Specific Language (DSL) for each specific domain like MARTE (for Embedded System) , AAS for Manufactoring, etc.
However, the adoption of there DSML are facing a major problem [2] : the designer should learn the (non trivial and sometimes complicated) syntax and semantic of the new DSML and manipulate the MBSE tool implementig those standards (facing some User Experience problems due to the complexity of the implemented DSML) .
Objective:
The objective of this alternance is to integrate opensource LLMs in the Papyrus Platform inorder to automate the design and the implementation of autonomous systems (Autonoums Cars, Drones, etc) .
The following list shows a set of tasks to be performed:
- Get familiar with the Papyrus tool [1]
- Get Familiar with LLMs able to generate models from prompts (in natural language) like ChatGPT [3], or generate code from promts/models (like LLaMA from Meta, Bert from Google, ...)
- Integrate/fine tune the most suitable LLMs in the Papyrus Platform to help designer developping an autonomous system (we are interested in 2 phases of the V cycle [4] : design phase, implementation phase)
Links:
[1]
[2]
[3]
[4]
Profil recherché
Engineering School student in computer science.
Présentation de Cea
Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.
Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.
Implanté au cœur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.
Les collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales :
• La conscience des responsabilités
• La coopération
• La curiosité
