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Research Opportunity

Computer Science and Artificial Intelligence

Work description

1. Prepare the requirements specification for a software module that allows the use of large language models (Large Language Model);


2. Fine-tuning pre-trained large language models (LLMs);


3. Containerization and availability of trained models;


4. Implementing the software module;


5. Write the grant activity report.

Academic Qualifications

Degree in Artificial Intelligence and Data Science or similar

Minimum profile required

1. Experience in the use of Large Language Models, from a development point of view;


2. Proven experience in fine-tuning large-scale language models;


3. Proven experience in software development using the Python programming language;


4. Experience in remote environment development and version control tools and methodologies.

Preference factors

1. Experience incorporating large language models such as Llama, Gemini and Phi into software development pipelines;


2. Experience with the Xtuner fine-tuning tool;


3. Experience in quantitative and qualitative evaluation methodologies for large language models;


4. Experience in containerization technologies;


5. Good performance in programming courses and the development of artificial intelligence algorithms.

Maintenance stipend: € 601,12, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.

INESC TEC supports costs with registration, enrolment or tuition fees, during the grant duration, under the terms established in the internal document: "Payment of Tuition fees to grant holders".

The grant holder will benefit from health insurance, supported by INESC TEC.

Application Period

Since 22 Aug 2024 to 05 Sep 2024

Centre

Human-Centered Computing and Information Science

Scientific Advisor

Nelson Bilber Rodrigues

What we offer

• Multicultural and collaborative environment


• A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.


• International projects


• The possibility of working in international projects with some of the most important companies in the field.


• Mentoring


• Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.


• Self Improvement


• The possibility of participating in international conferences, workshops, seminars and vocational training.


• Other Benefits and Perks


• Flexible working time, health insurance, discounts in hotels, transportation, etc.


• Informal Events


• Annual informal events, such as the multicultural party.

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