初始化项目，由ModelHub XC社区提供模型
Model: openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf Source: Original Platform
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README.md
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README.md
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license: apache-2.0
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datasets:
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- kobkrit/rd-taxqa
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- iapp_wiki_qa_squad
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- Thaweewat/alpaca-cleaned-52k-th
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- Thaweewat/instruction-wild-52k-th
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- Thaweewat/databricks-dolly-15k-th
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- Thaweewat/hc3-24k-th
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- Thaweewat/gpteacher-20k-th
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- Thaweewat/onet-m6-social
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- Thaweewat/alpaca-finance-43k-th
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language:
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- th
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- en
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library_name: transformers
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pipeline_tag: text-generation
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tags:
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- openthaigpt
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- llama
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---
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# 🇹🇭 OpenThaiGPT 1.0.0-alpha
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<img src="https://1173516064-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvvbWvIIe82Iv1yHaDBC5%2Fuploads%2Fb8eiMDaqiEQL6ahbAY0h%2Fimage.png?alt=media&token=6fce78fd-2cca-4c0a-9648-bd5518e644ce
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https://openthaigpt.aieat.or.th/" width="200px">
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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.
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# ---- Full Huggingface Checkpoint Model ----
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## Upgrade from OpenThaiGPT 0.1.0-beta
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- Using Facebook LLama v2 model 7b chat as a base model which is pretrained on over 2 trillion token.
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- Context Length is upgrade from 2048 token to 4096 token
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- Allow research and commerical use.a
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## Pretrain Model
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- [https://huggingface.co/meta-llama/Llama-2-7b-chat](https://huggingface.co/meta-llama/Llama-2-7b-chat)
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## Support
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- Official website: https://openthaigpt.aieat.or.th
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- Facebook page: https://web.facebook.com/groups/openthaigpt
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- A Discord server for discussion and support [here](https://discord.gg/rUTp6dfVUF)
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- E-mail: kobkrit@iapp.co.th
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## License
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**Source Code**: License Apache Software License 2.0.<br>
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**Weight**: Research and **Commercial uses**.<br>
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## Code and Weight
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**Colab Demo**: https://colab.research.google.com/drive/1kDQidCtY9lDpk49i7P3JjLAcJM04lawu?usp=sharing<br>
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**Finetune Code**: https://github.com/OpenThaiGPT/openthaigpt-finetune-010beta<br>
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**Inference Code**: https://github.com/OpenThaiGPT/openthaigpt<br>
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**Weight (Lora Adapter)**: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat<br>
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**Weight (Huggingface Checkpoint)**: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf<br>
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**Weight (GGML)**: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ggml<br>
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**Weight (Quantized 4bit GGML)**: https://huggingface.co/openthaigpt/openthaigpt-1.0.0-alpha-7b-chat-ggml-q4
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## Sponsors
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Pantip.com, ThaiSC<br>
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<img src="https://1173516064-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvvbWvIIe82Iv1yHaDBC5%2Fuploads%2FiWjRxBQgo0HUDcpZKf6A%2Fimage.png?alt=media&token=4fef4517-0b4d-46d6-a5e3-25c30c8137a6" width="100px">
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<img src="https://1173516064-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvvbWvIIe82Iv1yHaDBC5%2Fuploads%2Ft96uNUI71mAFwkXUtxQt%2Fimage.png?alt=media&token=f8057c0c-5c5f-41ac-bb4b-ad02ee3d4dc2" width="100px">
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### Powered by
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OpenThaiGPT Volunteers, Artificial Intelligence Entrepreneur Association of Thailand (AIEAT), and Artificial Intelligence Association of Thailand (AIAT)
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<img src="https://1173516064-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvvbWvIIe82Iv1yHaDBC5%2Fuploads%2F6yWPXxdoW76a4UBsM8lw%2Fimage.png?alt=media&token=1006ee8e-5327-4bc0-b9a9-a02e93b0c032" width="100px">
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<img src="https://1173516064-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FvvbWvIIe82Iv1yHaDBC5%2Fuploads%2FBwsmSovEIhW9AEOlHTFU%2Fimage.png?alt=media&token=5b550289-e9e2-44b3-bb8f-d3057d74f247" width="100px">
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### Authors
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* Kobkrit Viriyayudhakorn (kobkrit@aieat.or.th)
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* Sumeth Yuenyong (sumeth.yue@mahidol.edu)
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* Thaweewat Rugsujarit (thaweewr@scg.com)
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* Jillaphat Jaroenkantasima (autsadang41@gmail.com)
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* Norapat Buppodom (new@norapat.com)
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* Koravich Sangkaew (kwankoravich@gmail.com)
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* Peerawat Rojratchadakorn (peerawat.roj@gmail.com)
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* Surapon Nonesung (nonesungsurapon@gmail.com)
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* Chanon Utupon (chanon.utupon@gmail.com)
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* Sadhis Wongprayoon (sadhis.tae@gmail.com)
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* Nucharee Thongthungwong (nuchhub@hotmail.com)
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* Chawakorn Phiantham (mondcha1507@gmail.com)
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* Patteera Triamamornwooth (patt.patteera@gmail.com)
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* Nattarika Juntarapaoraya (natt.juntara@gmail.com)
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* Kriangkrai Saetan (kraitan.ss21@gmail.com)
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* Pitikorn Khlaisamniang (pitikorn32@gmail.com)
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<i>Disclaimer: Provided responses are not guaranteed.</i>
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# [Open LLM Leaderboard Evaluation Results](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
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Detailed results can be found [here](https://huggingface.co/datasets/open-llm-leaderboard/details_openthaigpt__openthaigpt-1.0.0-alpha-7b-chat-ckpt-hf)
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| Metric | Value |
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|-----------------------|---------------------------|
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| Avg. | 42.05 |
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| ARC (25-shot) | 50.85 |
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| HellaSwag (10-shot) | 74.89 |
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| MMLU (5-shot) | 40.02 |
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| TruthfulQA (0-shot) | 47.23 |
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| Winogrande (5-shot) | 69.06 |
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| GSM8K (5-shot) | 3.87 |
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| DROP (3-shot) | 8.42 |
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