Papers ArabicMMLU
“ArabicMMLU” 태그가 달린 논문 2편 · 필터 해제
Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing
2024-12-23
· Prakash Aryan
This paper presents a novel approach to fine-tuning the Qwen2-1.5B model for Arabic language processing using Quantized Low-Rank Adaptation (QLoRA) on a system with only 4GB VRAM. We detail the process of adapting this l…
ArabicMMLUDialect IdentificationGPULanguage Modeling+5ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic
2024-02-20
· Fajri Koto, Haonan Li, Sara Shatnawi, Jad Doughman 외
The focus of language model evaluation has transitioned towards reasoning and knowledge-intensive tasks, driven by advancements in pretraining large models. While state-of-the-art models are partially trained on large Ar…
ArabicMMLULanguage Model EvaluationLanguage ModelingLanguage Modelling+2
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