🤓 AI Models
A table of contents for reviews on research papers within AI.
📌 Table of Contents
- Large Language Models, an overview
GPT, BERT, etc
- TaskMatrix.AI, an overview
Mix of ToolFormer and ChatGPT
- Attention is all you need, an overview
GPT, BERT, etc
- Generative Pre-trained Transformer by OpenAI
GPT1; GPT2; GPT3
- Diffusion Models
Forward diffusion; Reverse diffusion; Stable Diffusion; DALL-E 2; CLIP; MidJourney
- ChatGPT
GPT3; Reinforcement Learning Human Feedback
- Bard predecessor
LaMDA; Bard; Meena; Google's Chatbots
- LLaMA: Open and Efficient Foundation Language Models
SwiGLU activation; Pre-normalization; Rotary Embedding
- Visual ChatGPT
VFM; Prompt Manger
- Toolformer: Language Models Can Teach Themselves to Use Tools
API calls; Model details
- GPT-4
Multimodal text and image Transformer model
📸 Credits
The in-line diagrams are taken from resources mentioned in the reference section within each topic.
📝 Citation
If you found our work useful, please cite it as:
{
author = {Jain, Vinija and Chadha, Aman},
title = {Paper Reviews},
howpublished = {\url{https://www.vinija.ai}},
year = {2022},
note = {Accessed: 2022-07-01},
url = {www.vinija.ai}
}
A. Chadha, V. Jain, Paper Reviews , https://www.vinija.ai, 2022, Accessed: July 1 2022.