README.md

metadata

language:
  - th
  - en
license: apache-2.0
library_name: transformers
tags:
  - openthaigpt
  - llama
datasets:
  - kobkrit/rd-taxqa
  - iapp_wiki_qa_squad
  - Thaweewat/alpaca-cleaned-52k-th
  - Thaweewat/instruction-wild-52k-th
  - Thaweewat/databricks-dolly-15k-th
  - Thaweewat/hc3-24k-th
  - Thaweewat/gpteacher-20k-th
  - Thaweewat/onet-m6-social
  - Thaweewat/alpaca-finance-43k-th
pipeline_tag: text-generation
model-index:
  - name: openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
    results:
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: AI2 Reasoning Challenge (25-Shot)
          type: ai2_arc
          config: ARC-Challenge
          split: test
          args:
            num_few_shot: 25
        metrics:
          - type: acc_norm
            value: 44.97
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: HellaSwag (10-Shot)
          type: hellaswag
          split: validation
          args:
            num_few_shot: 10
        metrics:
          - type: acc_norm
            value: 70.19
            name: normalized accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: MMLU (5-Shot)
          type: cais/mmlu
          config: all
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 36.22
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: TruthfulQA (0-shot)
          type: truthful_qa
          config: multiple_choice
          split: validation
          args:
            num_few_shot: 0
        metrics:
          - type: mc2
            value: 49.99
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: Winogrande (5-shot)
          type: winogrande
          config: winogrande_xl
          split: validation
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 69.38
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard
      - task:
          type: text-generation
          name: Text Generation
        dataset:
          name: GSM8k (5-shot)
          type: gsm8k
          config: main
          split: test
          args:
            num_few_shot: 5
        metrics:
          - type: acc
            value: 1.36
            name: accuracy
        source:
          url: >-
            https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard?query=openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf
          name: Open LLM Leaderboard

🇹🇭 OpenThaiGPT 1.0.0-beta

🇹🇭 OpenThaiGPT Version 1.0.0-beta is a Thai language 7B-parameter LLaMA v2 Chat model finetuned to follow Thai translated instructions and extend more than 24,500 most popular Thai words vocabularies into LLM's dictionary for turbo speed.

Upgrade from OpenThaiGPT 1.0.0-alpha

• Add more than 24,500 most popular Thai words vocabularies into LLM's dictionary and re-pretrain embedding layers which make it generate Thai text 10 times faster than previous version.

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 (Huggingface Checkpoint): https://huggingface.co/openthaigpt/openthaigpt-1.0.0-beta-7b-chat-ckpt-hf

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.	45.35
AI2 Reasoning Challenge (25-Shot)	44.97
HellaSwag (10-Shot)	70.19
MMLU (5-Shot)	36.22
TruthfulQA (0-shot)	49.99
Winogrande (5-shot)	69.38
GSM8k (5-shot)	1.36