2023/05/10: LLM Tech Stack, Open LLMs, 8bit MM 등

1. The Emergence of the LLM Tech Stack

source: https://medium.com/better-programming/llm-tech-stack-is-appearing-and-i-like-what-am-seeing-debb4e3e33ea

2. State of LLaMA 2023/Q1

source: https://medium.com/better-programming/state-of-llama-2023-q1-663905c37a5e

3. Inside Generative Agents: Google and Stanford University’s Generative AI Method that Created Agents that Simulated Human Behavior

source: https://medium.com/p/99155107996b

4. The Infinite Babel Library of LLMs

source : https://towardsdatascience.com/the-infinite-babel-library-of-llms-90e203b2f6b0

5. Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

source: https://arxiv.org/pdf/2304.13712.pdf

6. Open LLMs

source: https://github.com/eugeneyan/open-llms?

7. A Gentle Introduction to 8-bit Matrix Multiplication for transformers at scale using Hugging Face Transformers, Accelerate and bitsandbytes

source: https://huggingface.co/blog/hf-bitsandbytes-integration

8. Cookbook for solving common problems in building GPT/LLM apps

source: https://bootcamp.uxdesign.cc/cookbook-for-solving-common-problems-in-building-gpt-llm-apps-93fcdbe3f44a

9. HyperCLOVA – Korean GPT3

source: https://deview.kr/data/deview/session/attach/3_HyperCLOVA%20%E2%80%93%20Korean%20GPT3%20%E1%84%92%E1%85%A1%E1%84%8B%E1%85%B5%E1%84%91%E1%85%A5%E1%84%89%E1%85%B3%E1%84%8F%E1%85%A6%E1%84%8B%E1%85%B5%E1%86%AF,%20%E1%84%80%E1%85%B3%E1%84%85%E1%85%B5%E1%84%80%E1%85%A9%20%E1%84%80%E1%85%B3%20%E1%84%92%E1%85%AE.pdf

10. 한국어 초거대AI가 필요한 이유 - 토크나이저와 한국어 콘텐츠

source: http://aidev.co.kr/chatbotdeeplearning/12637

11. Generative AI: A Game Changer

source: https://pub.towardsai.net/generative-ai-a-game-changer-13691b6549f6

12. Understanding LLMOps: Large Language Model Operations

source: https://medium.com/@iamleonie/understanding-llmops-large-language-model-operations-4253820922

13. The Art of Prompt Design: Prompt Boundaries and Token Healing

source: https://towardsdatascience.com/the-art-of-prompt-design-prompt-boundaries-and-token-healing-3b2448b0be38