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Analyzing LLAMA3 Performance on Classification Task Using LoRA and QLoRA Techniques

Large language models (LLMs), consisting of billions and trillions of parameters, have demonstrated exceptional ability in natural language understanding (NLU) and natural language generation (NLG) tasks. Increases in their numbers of parameters and model sizes have resulted in better performance an...

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Bibliografische gegevens
Hoofdauteurs: Rajvardhan Patil, Priyanka Khot, Venkat Gudivada
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: MDPI AG 2025-03-01
Reeks:Applied Sciences
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Online toegang:https://www.mdpi.com/2076-3417/15/6/3087
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