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Trainee For The Indexing Of Scientific Documents With The Aid Of Large Language Models (LLMs) in Villigen PSI

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Jobbeschreibung

Trainee for the indexing of scientific documents with the aid of large language models (LLMs)

Aufgaben

  • Unterstützung bei der Interpretation wissenschaftlicher Publikationen.
  • Möglichkeiten zur Indizierung von Bildern, Tabellen und Gleichungen bewerten.
  • Benutzeroberfläche für ein Sprachmodell entwickeln.

Fähigkeiten

  • Du bist Student*in der Informatik im vorletzten Studienjahr.
  • Erfahrung mit großen Sprachmodellen oder APIs.
  • Offenheit und Teamgeist in einem internationalen Umfeld.

Optimization of a Single-Electron Accelerator

The Paul Scherrer Institute PSI is the largest research institute for natural and engineering sciences within Switzerland. We perform cutting-edge research in the fields of future technologies, energy and climate, health innovation and fundamentals of nature. By performing fundamental and applied research, we work on sustainable solutions for major challenges facing society, science and economy. PSI is committed to the training of future generations. Therefore, about one quarter of our staff are post-docs, post-graduates or apprentices. Altogether, PSI employs 2200 people.
For the Large Research Facilities Division we are looking for a we are looking for a
Your tasks
We are using retrieval augmented generation (RAG) to support a large language model (LLM) answering questions related to our accelerators. Source documents include scientific publications, as well as internal documents. Many of these documents include images, tables, and equations, which are not directly accessible to be indexed in a language-based embedding.
You will help address these issues by:
  • Support the interpretation of scientific publications and internal notes by large language models
  • Assess possibilities to index images, tables, and equations
  • Store embeddings in a vector data base
  • Use a large language model to search this data base, and answer user questions
  • Build a user interface for this model
The vector data base and the large language model run locally on hardware located at PSI.
Your profile
  • You are a student in computer science or similar, and you are at least in your penultimate year of undergraduate study (minimum 4 semesters)
  • You have experience running a large language model locally, or you use an API to access a cloud-based LLM
  • You are an open-minded person who enjoys working in an international team
  • You have not yet completed your Master’s thesis
We offer
Our institution is based on an interdisciplinary, innovative and dynamic collaboration.

www.psi.ch

Veröffentlicht am

26-03-2025

Extra Informationen

Status
Offen
Ausbildungsniveau
Hauptschule
Standort
Villigen PSI
Jobart
Vollzeitstelle
Führerschein erforderlich?
Nein
Auto erforderlich?
Nein
Motivationsschreiben erforderlich?
Nein
Sprachkenntnisse
Deutsch

Vollzeitstelle | Hauptschule

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