KhanomTanLLM

KhanomTan (Thai name is ขนมตาล) + LLM

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KhanomTan LLM is a bilingual language model trained in Thai and English from open source dataset by PyThaiNLP. We train the model from public dataset only. It is a fully open source model. We releses the dataset, training pipeline, and models.

Codename: numfa-v2

Blog Post (Thai): https://pythainlp.org/2024-09-12-khanomtanllm/

• Online Demo: https://huggingface.co/spaces/wannaphong/KhanomTanLLM-demo
• Pretraining dataset: https://huggingface.co/datasets/wannaphong/KhanomTanLLM-pretrained-dataset
  • Thai subset only: https://huggingface.co/datasets/wannaphong/KhanomTanLLM-pretrained-dataset-thai-subset
  • List Thai subset: https://huggingface.co/collections/pythainlp/datasets-for-pretrained-thai-llm-65db96ab730386b492889a98
• Pretraining script: https://github.com/wannaphong/EasyLM/tree/KhanomTanLLM-pretraining
• Pretrained Models:
  • 1B: https://huggingface.co/pythainlp/KhanomTanLLM-1B
  • 3B: https://huggingface.co/pythainlp/KhanomTanLLM-3B
• Instruct Models:
  • Instruct dataset: wannaphong/KhanomTanLLM-Instruct-dataset
  • SFT Script: https://github.com/PyThaiNLP/KhanomTanLLM/tree/main/finetuning
  • 1B: https://huggingface.co/pythainlp/KhanomTanLLM-1B-Instruct
  • 3B: https://huggingface.co/pythainlp/KhanomTanLLM-3B-Instruct/

Instruct Models

We fine-turning model from wannaphong/KhanomTanLLM-Instruct-dataset. We doesn’t have any safeguard, so use your risk.

To get the best result, we suggest the setting:

• temperature: 2 - 4
• min_p: > 0.6

Acknowledgements

Research supported with Cloud TPUs from Google’s TPU Research Cloud (TRC). We use TPU4-64 for training model.

Thank you TPU Research Cloud and EasyLM project! We use EasyLM for pretraining model.

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