scb10x/llama3.1-typhoon2-8b

Llama3.1-Typhoon2-8B: Thai Large Language Model (Instruct)

Llama3.1-Typhoon2-8B is a pretrained only Thai 🇹🇭 large language model with 8 billion parameters, and it is based on Llama3.1-8B.

For technical-report. please see our arxiv. *To acknowledge Meta's effort in creating the foundation model and to comply with the license, we explicitly include "llama-3.1" in the model name.

Performance

Model	ThaiExam	ONET	IC	A-Level	TGAT	TPAT	M3Exam	Math	Science	Social	Thai
Typhoon2 Llama3.1 8B Base	51.20%	49.38%	47.36%	43.30%	67.69%	48.27%	47.52%	27.60%	44.20%	68.90%	49.38%
Llama3.1 8B	45.80%	38.27%	46.31%	34.64%	61.53%	48.27%	43.33%	27.14%	40.82%	58.33%	47.05%
Typhoon1.5 Llama3 8B Base	48.82%	41.35%	41.05%	40.94%	70.76%	50.00%	43.88%	22.62%	43.47%	62.81%	46.63%

Model Description

• Model type: A 8B decoder-only model based on Llama architecture.
• Requirement: transformers 4.45.0 or newer.
• Primary Language(s): Thai 🇹🇭 and English 🇬🇧
• License: Llama 3.1 Community License

Intended Uses & Limitations

This model is a pretrained base model. Thus, it may not be able to follow human instructions without using one/few-shot learning or instruction fine-tuning. The model does not have any moderation mechanisms, and may generate harmful or inappropriate responses.

Follow us

https://twitter.com/opentyphoon

Support

https://discord.gg/CqyBscMFpg

Citation

• If you find Typhoon2 useful for your work, please cite it using:

@misc{typhoon2,
      title={Typhoon 2: A Family of Open Text and Multimodal Thai Large Language Models}, 
      author={Kunat Pipatanakul and Potsawee Manakul and Natapong Nitarach and Warit Sirichotedumrong and Surapon Nonesung and Teetouch Jaknamon and Parinthapat Pengpun and Pittawat Taveekitworachai and Adisai Na-Thalang and Sittipong Sripaisarnmongkol and Krisanapong Jirayoot and Kasima Tharnpipitchai},
      year={2024},
      eprint={2412.13702},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2412.13702}, 
}