Tsunami-th/Tsunami-1.0-14B-Instruct
Tsunami-1.0-14B-Instruct is a 14 billion parameter Thai Large Language Model developed by Pollakrit Lorprasertkul, fine-tuned from Qwen2.5-14B on a Thai dataset. This model is specifically optimized for Thai language understanding and generation, demonstrating superior performance on Thai-centric benchmarks like Thai Exam and M3Exam compared to other models in its class.
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Tsunami-1.0-14B-Instruct: A Specialized Thai LLM
Tsunami-1.0-14B-Instruct is a 14 billion parameter instruction-tuned large language model developed by Pollakrit Lorprasertkul. It is fine-tuned from the Qwen2.5-14B architecture, with a primary focus on enhancing performance for the Thai language.
Key Capabilities and Performance
This model excels in Thai language understanding and generation, as evidenced by its benchmark results. It outperforms several comparable models, including the base Qwen2.5-14B-Instruct, Meta-Llama-3.1-70B-Instruct, llama-3-typhoon-v1.5x-70b-instruct, and openthaigpt1.5-14b-instruct, on specific Thai-centric evaluations.
- Superior Thai Language Performance: Achieves an average score of 62.05, with 61.06 on Thai Exam and 63.05 on M3Exam, surpassing other models in its class.
- Instruction Following: Fine-tuned for instruction-based tasks, utilizing the
ChatMLprompt template for structured conversations.
Ideal Use Cases
Tsunami-1.0-14B-Instruct is particularly well-suited for applications requiring high-quality Thai language processing.
- Thai-specific Chatbots and Assistants: Its strong performance in Thai makes it ideal for conversational AI in Thai.
- Content Generation in Thai: Generating articles, summaries, or creative text in the Thai language.
- Educational Tools: Assisting with Thai language learning or content creation for Thai speakers.