AI & ML interests
Large language models, Visual language models, Large multimodal models, Chatbots and conversational systems, Retrieval-augmented generation, TTS, STT, ASR, Sign language models, Dialect classification, Text classification tasks, Plagiarism detection, Distributed systems, HPC, Supercomputing, Distributed training of AI models
🇸🇮 Slovensko
Laboratorij za heterogene računalniške sisteme (LHRS UM-FERI) je raziskovalna skupina, ki se ukvarja s porazdeljenimi računalniškimi sistemi, visokozmogljivim računalništvom in razvojem sistemov umetne inteligence. Naše delo zajema najsodobnejša področja, vključno z velikimi jezikovnimi modeli, multimodalnimi sistemi umetne inteligence, pogovornimi sistemi in agenti, naprednim informacijskim poizvedovanjem, tehnologijami obdelave govora, razumevanjem znakovnega jezika, klasifikacijo besedil in preverjanjem pristnosti vsebin. Tehnologije in viri, ki jih ustvarjamo, so zasnovani za uporabo v praksi in so prosto dostopni širši raziskovalni skupnosti ter industriji.
Ta repozitorij služi kot platforma za distribucijo naših inovacij na področju umetne inteligence in podatkovnih zbirk v ekosistemu Hugging Face.
🇬🇧 English
The Laboratory for Heterogeneous Computer Systems (LHRS UM-FERI) is a research group dedicated to advancing distributed computer systems, high-performance computing and artificial intelligence systems development. Our works includes cutting-edge areas including LLMs, multimodal AI systems, conversational agents, enhanced information retrieval, speech processing technologies, sign language understanding, linguistic classification and content authenticity verification. The technologies and resources we create are designed for real-world applications and made freely available to the global research community and industry practitioners.
This repository serves as a platform for distributing our AI innovations and datasets through Hugging Face ecosystems.