openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf

🇹🇭 OpenThaiGPT 1.0.0-alpha

OpenThaiGPT Version 1.0.0-alpha is the first Thai implementation of a 7B-parameter LLaMA v2 Chat model finetuned to follow Thai translated instructions below and makes use of the Huggingface LLaMA implementation.

---- Full Huggingface Checkpoint Model ----

Upgrade from OpenThaiGPT 0.1.0-beta

• Using Facebook LLama v2 model 7b chat as a base model which is pretrained on over 2 trillion token.
• Context Length is upgrade from 2048 token to 4096 token
• Allow research and commerical use.a

Pretrain Model

• https://huggingface.co/meta-llama/Llama-2-7b-chat

Support

• Official website: https://openthaigpt.aieat.or.th
• Facebook page: https://web.facebook.com/groups/openthaigpt
• A Discord server for discussion and support here
• E-mail: [email protected]

License

Source Code: License Apache Software License 2.0.
Weight: Research and Commercial uses.

Code and Weight

Colab Demo: https://colab.research.google.com/drive/1kDQidCtY9lDpk49i7P3JjLAcJM04lawu?usp=sharing
Finetune Code: https://github.com/OpenThaiGPT/openthaigpt-finetune-010beta
Inference Code: https://github.com/OpenThaiGPT/openthaigpt
Weight (Lora Adapter): https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat
Weight (Huggingface Checkpoint): https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf
Weight (GGML): https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ggml
Weight (Quantized 4bit GGML): https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ggml-q4

Sponsors

Pantip.com, ThaiSC

Powered by

OpenThaiGPT Volunteers, Artificial Intelligence Entrepreneur Association of Thailand (AIEAT), and Artificial Intelligence Association of Thailand (AIAT)

Authors

• Kobkrit Viriyayudhakorn ([email protected])
• Sumeth Yuenyong ([email protected])
• Thaweewat Rugsujarit ([email protected])
• Jillaphat Jaroenkantasima ([email protected])
• Norapat Buppodom ([email protected])
• Koravich Sangkaew ([email protected])
• Peerawat Rojratchadakorn ([email protected])
• Surapon Nonesung ([email protected])
• Chanon Utupon ([email protected])
• Sadhis Wongprayoon ([email protected])
• Nucharee Thongthungwong ([email protected])
• Chawakorn Phiantham ([email protected])
• Patteera Triamamornwooth ([email protected])
• Nattarika Juntarapaoraya ([email protected])
• Kriangkrai Saetan ([email protected])
• Pitikorn Khlaisamniang ([email protected])

Disclaimer: Provided responses are not guaranteed.

Open LLM Leaderboard Evaluation Results

Detailed results can be found here

Metric	Value
Avg.	42.05
ARC (25-shot)	50.85
HellaSwag (10-shot)	74.89
MMLU (5-shot)	40.02
TruthfulQA (0-shot)	47.23
Winogrande (5-shot)	69.06
GSM8K (5-shot)	3.87
DROP (3-shot)	8.42