Llama 3.1 8B CPT SEA LIONv3 Instruct: benchmark results

AI Singapore's Llama SEA-LION v3 8B IT, a Llama 3.1 8B continually pretrained and instruction-tuned for Southeast Asian languages (Burmese, Indonesian, Khmer, Thai, Vietnamese and more), with 128K context. Provider: AI Singapore. Released 2024-12-11. Access: Open.

Aggregate Rating 1491 ± 25, rank #810 of 1656 rated models, from 73 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
HELM SeaHELM - XQuAD (Thai)73.65SQuAD macro-averaged F1 score95
HELM SeaHELM - XQuAD (Vietnamese)58.37SQuAD macro-averaged F1 score90
Thai LLM - Writing7.45Rating (0-10)87.3
Thai LLM NLG - iapp_squad_seacrowd_qa (ROUGE1)63.43ROUGE185.1
Thai LLM NLG - iapp_squad_seacrowd_qa (ROUGEL)62.8ROUGEL85.1
Thai LLM NLG - iapp_squad_seacrowd_qa (ROUGE2)50.73ROUGE283.6
HELM SeaHELM - Flores (th-en)57.09ChrF++80
Thai LLM NLU - wisesight_thai_sentiment_seacrowd_text49.79Accuracy (%)78.3
Thai LLM - Roleplay7.5Rating (0-10)78.2
Thai LLM - Coding7.05Rating (0-10)76.1
HELM SeaHELM - Flores (id-en)65.22ChrF++75
Thai LLM NLG - flores200_tha_Thai_eng_Latn_seacrowd_t2t (SacreBLEU)33.3SacreBLEU71.6

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