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Released OpenThaiGPT Pip Python Library <0.1.1> (26/05/23)

āļ•āđ‰āļ­āļ‡āļāļēāļĢāđƒāļŠāđ‰ OpenThaiGPT? āļ—āļļāļāļ—āđˆāļēāļ™āļŠāļēāļĄāļēāļĢāļ–āđƒāļŠāđ‰ OpenThaiGPT āđ„āļ”āđ‰āđ‚āļ”āļĒāļ‡āđˆāļēāļĒāđ†āļ”āļąāļ‡āļ™āļĩāđ‰

Version 0.1.0-beta Demo on Google Colab: https://colab.research.google.com/drive/1e5sYIMC1ABUNND_vazFaruDrFqYUNlVZ?usp=sharing Version 0.1.0-alpha Demo on Google Colab: https://colab.research.google.com/drive/1Uds0ioOZSZrJ9m2FgW3DHlqVRFNHVRtu?usp=sharing

Version 0.0.4 Demo on Google Colab: https://colab.research.google.com/drive/13yLIifBRDQp82QO4ICs_aEvz0N8tqVPm?usp=sharing

Source Code

Changelogs

āļ•āļīāļ”āļ•āļąāđ‰āļ‡

āļŠāļ™āļąāļšāļŠāļ™āļļāļ™ Python >=3.6 āđāļĨāļ°āļ•āļīāļ”āļ•āļąāđ‰āļ‡āđ€āļĨāļ·āļ­āļāļ­āļąāļ™āđƒāļ”āļ­āļąāļ™āļŦāļ™āļķāđˆāļ‡āļ”āļąāļ‡āļ•āđˆāļ­āđ„āļ›āļ™āļĩāđ‰

āļŠāļģāļŦāļĢāļąāļš CPU version

āļŠāļģāļŦāļĢāļąāļš GPU Version

  • OpenThaiGPT Model Version 0.0.1 - 0.0.4 = Require at least 2 GB VRam

  • OpenThaiGPT Model Version 0.1.0-alpha = Require at least 30 GB VRam (Nvidia A100 at least 40GB is recommended)

  • OpenThaiGPT Model Version 0.1.0-beta = Require at least 15 GB VRam (Nvidia T4 is recommended)

āļŠāļģāļŦāļĢāļąāļš CUDA 11.6 version

āļŠāļģāļŦāļĢāļąāļš CUDA 11.7 version

āļ§āļīāļ˜āļĩāļāļēāļĢāđ€āļĢāļĩāļĒāļāđƒāļŠāđ‰

Project āļ•āļąāļ§āļ­āļĒāđˆāļēāļ‡āđƒāļ™āļāļēāļĢāđ€āļĢāļĩāļĒāļāđƒāļŠāđ‰ (Version 0.0.4)

Colab āļ•āļąāļ§āļ­āļĒāđˆāļēāļ‡āļāļēāļĢāđ€āļĢāļĩāļĒāļāđƒāļŠāđ‰ (Vesion 0.1.0)

https://colab.research.google.com/drive/13yLIifBRDQp82QO4ICs_aEvz0N8tqVPm?usp=sharin
https://colab.research.google.com/drive/1Uds0ioOZSZrJ9m2FgW3DHlqVRFNHVRtu#scrollTo=qPJIpwuz4ltF
0.1.1 (2023-05-26)
 - Add Model version 0.1.0-beta (https://huggingface.co/kobkrit/openthaigpt-0.1.0-beta)
0.1.0 (2023-04-23)
 - Support Model Selection
 - Add Model version 0.1.0-alpha (https://huggingface.co/kobkrit/openthaigpt-0.1.0-alpha) to supported models.
0.0.9-0.0.10 (2023-03-19)
 - Released OpenThaiGPT Zero
0.0.8 (2023-03-12)
 - Update README
0.0.7 (2023-03-12)
 - Update Model to Version 0.0.4 (https://huggingface.co/kobkrit/openthaigpt-gpt2-instructgpt-poc-0.0.4)
0.0.6 (2023-03-05)
 - Update README
0.0.5 (2023-02-28)
 - First release on PyPI.
$ pip install openthaigpt torch --extra-index-url https://download.pytorch.org/whl/cpu
$ pip install openthaigpt torch --extra-index-url https://download.pytorch.org/whl/cu116
$ pip install openthaigpt torch
import openthaigpt

# OpenThaiGPT Model 0.1.0-beta
print(openthaigpt.generate(instruction="āđāļ›āļĨāļ āļēāļĐāļēāļ­āļąāļ‡āļāļĪāļĐāđ€āļ›āđ‡āļ™āļ āļēāļĐāļēāđ„āļ—āļĒ", 
        input="We want to reduce weight.", 
        model_name = "kobkrit/openthaigpt-0.1.0-beta", 
        min_length=50, max_length=300, top_p=0.75, 
        top_k=40, num_beams=1, no_repeat_ngram_size=0, 
        temperature=0.1, early_stopping=True, load_8bit=False))
# āđ€āļĢāļēāļ•āđ‰āļ­āļ‡āļāļēāļĢāļĨāļ”āļ™āđ‰āļģāļŦāļ™āļąāļ.

# OpenThaiGPT Model 0.1.0-alpha
print(openthaigpt.generate(instruction="āļ­āļ˜āļīāļšāļēāļĒāļ‚āļąāđ‰āļ™āļ•āļ­āļ™āļāļēāļĢāļ—āļģāļ‚āđ‰āļēāļ§āļœāļąāļ”āđ„āļāđˆ", 
        input="", model_name = "kobkrit/openthaigpt-0.1.0-alpha", 
        min_length=50, max_length=768, top_k=20,
        num_beams=5, no_repeat_ngram_size=10, temperature=1.5,
        early_stopping=True))
# āļ‚āļąāđ‰āļ™āļ•āļ­āļ™āļāļēāļĢāļ—āļģāļ‚āđ‰āļēāļ§āļœāļąāļ”āđ„āļāđˆ āđ„āļ”āđ‰āđāļāđˆ 1. āđ€āļ•āļĢāļĩāļĒāļĄāđ„āļāđˆāđāļĨāļ°āļ™āđ‰āļģāļĄāļąāļ™āļĄāļ°āļžāļĢāđ‰āļēāļ§ 2. āļ™āļģāđ„āļ›āļœāļŠāļĄāļāļąāļšāđ€āļ™āļĒāļ‚āļēāļ§ 3. āđƒāļŠāđˆāđ€āļ™āļ·āđ‰āļ­āļŦāļĄāļđāļ—āļĩāđˆāđ€āļŦāļĨāļ·āļ­āļ­āļĒāļđāđˆāđƒāļ™āđ€āļ„āļĢāļ·āđˆāļ­āļ‡āļ›āļĢāļļāļ‡āļ­āļēāļŦāļēāļĢ 4. āđ€āļžāļīāđˆāļĄāđ„āļ‚āđˆāđ€āļˆāļĩāļĒāļĢāļ°āđ€āļšāļĩāļĒāļš 5. āļ™āļģāļœāļąāļāļœāļąāļ 6. āđ€āļ•āđ‡āļĄāđ„āļ›āļ”āđ‰āļ§āļĒāđāļ›āđ‰āļ‡āļŠāļģāļŦāļĢāļąāļšāļœāļąāļ” 7. āļœāļŠāļēāļ™āļ‚āđ‰āļ­āļĄāļđāļĨāļ‚āļ­āļ‡āļ„āļļāļ“āđƒāļŦāđ‰āđāļ™āđˆāđƒāļˆāļ§āđˆāļēāđ„āļāđˆ&quot;āļˆāļ°āđ€āļ›āđ‡āļ™āļŠāđˆāļ§āļ™āļ›āļĢāļ°āļāļ­āļšāļ—āļąāđ‰āļ‡āļŦāļĄāļ”&quot; 8. āļ™āļģāŧ„āļāđˆāđ„āļ›āđƒāļŠāđ‰āđƒāļ™āļāļĢāļ°āļ—āđˆāļ­āļĄāļ—āļĩ

# OpenThaiGPT Model 0.0.4
print(openthaigpt.generate("Q: āļ­āļĒāļēāļāļĨāļ”āļ„āļ§āļēāļĄāļ­āđ‰āļ§āļ™āļ—āļģāđ„āļ‡\n\nA:"))
# Q: āļ­āļĒāļēāļāļĨāļ”āļ„āļ§āļēāļĄāļ­āđ‰āļ§āļ™āļ—āļģāđ„āļ‡
#
# A: āļāļēāļĢāļĨāļ”āļ™āđ‰āļģāļŦāļ™āļąāļāđ€āļ›āđ‡āļ™āļŠāļīāđˆāļ‡āļ—āļĩāđˆāļŠāļģāļ„āļąāļāļ—āļĩāđˆāļŠāļļāļ”āļŠāļģāļŦāļĢāļąāļšāļāļēāļĢāļĨāļ”āđ„āļ‚āļĄāļąāļ™āđƒāļ™āļĢāđˆāļēāļ‡āļāļēāļĒ āļ”āļąāļ‡āļ™āļąāđ‰āļ™āļ„āļļāļ“āļ„āļ§āļĢāļ›āļĢāļķāļāļĐāļēāđāļžāļ—āļĒāđŒāļŦāļĢāļ·āļ­āļœāļđāđ‰āđ€āļŠāļĩāđˆāļĒāļ§āļŠāļēāļāļ”āđ‰āļēāļ™āļŠāļļāļ‚āļ āļēāļžāļāđˆāļ­āļ™āļ—āļĩāđˆāļˆāļ°āļ•āļąāļ”āļŠāļīāļ™āđƒāļˆāļ§āđˆāļēāļˆāļ°āđ€āļĨāļ·āļ­āļāđƒāļŠāđ‰āļœāļĨāļīāļ•āļ āļąāļ“āļ‘āđŒāđƒāļ”āđƒāļ™āļāļēāļĢāļĢāļąāļāļĐāļēāļŦāļĢāļ·āļ­āđ„āļĄāđˆ āļ­āļĒāđˆāļēāļ‡āđ„āļĢāļāđ‡āļ•āļēāļĄ āļŦāļēāļāļ„āļļāļ“āļĢāļđāđ‰āļŠāļķāļāļ§āđˆāļēāļ•āļąāļ§āđ€āļ­āļ‡āļĄāļĩāļ›āļąāļāļŦāļēāđƒāļ™āđ€āļĢāļ·āđˆāļ­āļ‡āļ™āļĩāđ‰ āļ„āļļāļ“āļŠāļēāļĄāļēāļĢāļ–āļ•āļīāļ”āļ•āđˆāļ­āđāļžāļ—āļĒāđŒāđ€āļžāļ·āđˆāļ­āļŠāļ­āļšāļ–āļēāļĄāļ‚āđ‰āļ­āļĄāļđāļĨāđ€āļžāļīāđˆāļĄāđ€āļ•āļīāļĄāđ€āļāļĩāđˆāļĒāļ§āļāļąāļšāļ§āļīāļ˜āļĩāļāļēāļĢāđāļāđ‰āđ„āļ‚āļ›āļąāļāļŦāļēāļ™āļĩāđ‰āđ„āļ”āđ‰āđ€āļŠāđˆāļ™āļāļąāļ™ āļ™āļ­āļāļˆāļēāļāļ™āļĩāđ‰āļ„āļļāļ“āļĒāļąāļ‡āļŠāļēāļĄāļēāļĢāļ–āļžāļđāļ”āļ„āļļāļĒāļāļąāļšāļ„āļ™āļ­āļ·āđˆāļ™ āđ† āđ€āļžāļ·āđˆāļ­āļŠāđˆāļ§āļĒāđƒāļŦāđ‰āļ„āļģāļ›āļĢāļķāļāļĐāļēāļ—āļĩāđˆāļ”āļĩāļĒāļīāđˆāļ‡āļ‚āļķāđ‰āļ™āđ„āļ”āđ‰āļ­āļĩāļāļ”āđ‰āļ§āļĒāļ„āđˆāļ° āļ‚āļ­āļšāļ„āļļāļ“āļ—āļĩāđˆāļĄāļē: https://www.facebook.com/pages/%E0%B8%A8-in-the-circle-healthy-make-up.html?mibextid=a&browse=b&country=1&fb=&idx=0&pageb

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# OpenThaiGPT-Zero

# āļ‚āđ‰āļ­āļ„āļ§āļēāļĄāļˆāļēāļ OpenThaiGPT
openthaigpt.zero("āļāļēāļĢāļĨāļ”āļ™āđ‰āļģāļŦāļ™āļąāļāđ€āļ›āđ‡āļ™āđ€āļĢāļ·āđˆāļ­āļ‡āļ—āļĩāđˆāļ•āđ‰āļ­āļ‡āļžāļīāļˆāļēāļĢāļ“āļēāļ­āļĒāđˆāļēāļ‡āļĨāļ°āđ€āļ­āļĩāļĒāļ”āđāļĨāļ°āļĢāļ­āļšāļ„āļ­āļšāđ€āļžāļ·āđˆāļ­āđƒāļŦāđ‰āđ„āļ”āđ‰āļœāļĨāļĨāļąāļžāļ˜āđŒāļ—āļĩāđˆāļ”āļĩāđāļĨāļ°āļĄāļĩāļ›āļĢāļ°āļŠāļīāļ—āļ˜āļīāļ āļēāļžāļĄāļēāļāļ—āļĩāđˆāļŠāļļāļ”")
# {'perplexity': 2.4544131755828857,
# 'threshold': 10,
# 'isGeneratedFromOpenThaiGPT': True}

# āļ‚āđ‰āļ­āļ„āļ§āļēāļĄāļˆāļēāļ OpenAI ChatGPT
openthaigpt.zero("āļŠāļ§āļąāļŠāļ”āļĩāļ„āļĢāļąāļš āļĄāļĩāļ­āļ°āđ„āļĢāđƒāļŦāđ‰āļœāļĄāļŠāđˆāļ§āļĒāđ€āļŦāļĨāļ·āļ­āļŦāļĢāļ·āļ­āđ„āļĄāđˆāļ„āļĢāļąāļš?")
# {'perplexity': 4.949122428894043,
# 'theshold': 10,
# 'isGeneratedFromOpenThaiGPT': True}

# āļ‚āđ‰āļ­āļ„āļ§āļēāļĄāļˆāļēāļāļĄāļ™āļļāļĐāļĒāđŒ
openthaigpt.zero("āļ—āļ”āļŠāļ­āļšāļ„āļĢāļąāļšāļœāļĄ")
# {'perplexity': 1758.141357421875,
# 'threshold': 10,
# 'isGeneratedFromOpenThaiGPT': False}

# āđāļŠāļ”āļ‡āļ§āļīāļ˜āļĩāļāļēāļĢāļ›āļĢāļąāļš threshold
openthaigpt.zero("āļŠāļ§āļąāļŠāļ”āļĩāļ„āļĢāļąāļš", threshold=5)
# {'perplexity': 8.109768867492676,
# 'theshold': 5,
# 'isGeneratedFromOpenThaiGPT': False}

GitHub - OpenThaiGPT/openthaigpt-example: Example for OpenThaiGPTGitHub
https://github.com/OpenThaiGPT/openthaigpt-example
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GitHub - OpenThaiGPT/openthaigpt: OpenThaiGPT focuses on developing a Thai Chatbot system to have capabilities equivalent to ChatGPT, as well as being able to connect to external systems and be able to retrieve data flexibly. Easily expandable and customizable and developed into Free open source software for everyone.GitHub
https://github.com/OpenThaiGPT/openthaigpt
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