Rollama3 8b Instruct 2024 06 28
RoLlama3 is a series of Romanian language generation text models based on Meta Llama 3, this is the 8B parameter instruction fine-tuned version, specifically optimized for Romanian language tasks.
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Release Time : 6/6/2024
Model Overview
This model is a Romanian large language model developed by the OpenLLM-Ro project, fine-tuned on Meta-Llama-3-8B, suitable for various Romanian natural language processing tasks, especially assistant-like chat scenarios.
Model Features
Romanian language optimization
Specifically pre-trained and fine-tuned for Romanian language, excelling in Romanian language tasks
Multi-dataset fine-tuning
Instruction fine-tuned using 7 different Romanian language datasets, covering a wide range of application scenarios
Comprehensive evaluation
Thoroughly evaluated on multiple Romanian benchmarks, including RoMT-Bench, RoCulturaBench, etc.
Model Capabilities
Romanian text generation
Question answering systems
Machine translation
Text classification
Semantic similarity calculation
Use Cases
Education
Academic Q&A
Answering Romanian academic questions
50.56% accuracy on Romanian_Academic_Benchmarks
Translation
English-Romanian translation
Machine translation between English and Romanian
WMT_EN-RO BLEU 24.01, WMT_RO-EN BLEU 27.36
Sentiment analysis
Romanian sentiment classification
Sentiment analysis on Romanian text
LaRoSeDa_binary macro F1 97.52%
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