AI¶

Tools and Libraries¶

• OpenAI
• Huggingface
• Training
• DeepSpeed: DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Bases¶

• ChatGPT
• ⭐ lit-gpt
• Code Generation
• ⭐ CodeT5
• OpenAI Codex
• Code Llama: By Meta
• StarCoder: A State-of-the-Art LLM for Code
• CodeIum
• Ai2SQL

Domains¶

Machine learning¶

Neural Networks¶

Prompt Engineering¶

• ⭐ Prompt Engineering Guide

Large Language Models (LLMs)¶

Datasets¶

• databricks-dolly-15k

Transformers¶

Usages¶

• text-to-code
• Voice-to-text

Resources¶

Other Awesome Lists¶

• awesome-chatgpt-prompts
• awesome-transformers

Articles¶

• LLMs
• you-dont-need-hosted-llms-do-you
• All you need to know to Develop using Large Language Models
• unleash-your-digital-twin-how-fine-tuning-llm-can-create-your-perfect-doppelganger
• interactively-fine-tune-falcon-40b-and-other-llms-on-amazon-sagemaker

Glossary¶

• Finetuning