AI Frontier – ttapr.io

다섯 고딩 프로토타입 - https://ttapr.io/

Project Resources and References

Cost Calculation Resources

• OpenAI GPT-4 Pricing
  OpenAI
  OpenAI provides detailed pricing information for GPT-4 usage.

• Firebase Pricing
  Firebase
  Comprehensive pricing details for various Firebase services.

• Runpod GPU Instance Pricing
  Runpod
  Pricing information for GPU instances offered by Runpod.

• Amazon SageMaker Training Guide
  Amazon Web Services (2023-07-18)
  Guide to train large language models on Amazon SageMaker GPU using Hugging Face and LoRA.

Website Development Resources

• Development Blog Posts by layzduckling

  • Post 1 (2023-10-17)
  • Post 2 (2023-10-21)

• Frontend Development Documentation

  • React Documentation
  • Next.js Documentation
  • Tailwind CSS Documentation
  • React-Quill Documentation
  • MUI Base UI Documentation

• GitHub Repository

  • ttaprio by layzduckling

Artificial Intelligence Algorithm Resources

• LoRA and LLM Resources

  • LoRA Theory Explanation (2023-02-15) by whwldms21
  • LoRA Paper Review by nellcome
  • PyTorch Seq2Seq Modeling Tutorial
  • Korean LLaMA Model Description (2023-01-10) by nsjkim
  • Understanding Attention Paper
  • KoAlpaca GitHub Repository by Beomi
  • KoAlpaca-Polyglot-12.8B on Hugging Face
  • AutoTrain Advanced GitHub Repository
  • Attention Is All You Need Paper by Ashish Vaswani et al.
  • LoRA: Low-Rank Adaptation of Large Language Models Paper by Edward J. Hu et al.

• Text Generation UI

  • Text Generation WebUI by Oobabooga

• Constructivism Learning Theory

  • What is Constructivism Learning? by 신박에듀 (2020-11-05)
  • Constructivism Learning Theory by 성찰이 함께하는 교직생활

• AI Bias and Ethics

  • Exploring the Potential for Bias in ChatGPT (2023-01-26) by National Centre for AI
  • Multimodal Datasets: Misogyny, Pornography, and Malignant Stereotypes (2021-10-05) by Abeba Birhane et al