scb10x/llama3.2-typhoon2-1b

Llama3.2-Typhoon2-1B: Thai Large Language Model (Instruct)

Llama3.2-Typhoon2-1B is a pretrained only Thai 🇹🇭 large language model with 1 billion parameters, and it is based on Llama3.2-1B.

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-3.2" in the model name.

Performance

Model	ThaiExam	ONET	IC	A-Level	TGAT	TPAT	M3Exam	Math	Science	Social	Thai
Typhoon2 Llama3.2 1B Base	26.83%	19.75%	16.84%	17.32%	49.23%	31.03%	26.10%	21.71%	25.60%	32.83%	24.27%
Llama3.1 1B	25.38%	18.51%	20.00%	26.77%	32.30%	29.31%	25.30%	23.52%	25.36%	27.48%	24.82%

Model Description

• Model type: A 1B decoder-only model based on Llama architecture.
• Requirement: transformers 4.45.0 or newer.
• Primary Language(s): Thai 🇹🇭 and English 🇬🇧
• License: Llama 3.2 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}, 
}