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AI Playbook

A collection of LLMs and Multimodal AI research papers for learning and researching from iMelonArt

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Loved the project? Please visit CloudMelon's Github profile


Introduction

AI CodePlaybook contains a series of POVs (Proof Of Concept) for iMelonArt's AI MVP. Here's the introduction video and here's the Youtube playlist for all the videos in the series.

Startup project

Project details

Projects Description
LLMs(Large language models) Overview + Surveys LLMs Overview technical pape LLMs survey 1,LLMs survey 2, LLMs overview
Gemini 1.5 Gemini 1.5 Technical paper
GPT 3 GPT3 technical papers
GPT 4 GPT4 technical papers
Phi-3 Technical Paper Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Quantum Computing Things you didn't know about Quantum Computers
Triton technical paper Triton: An Intermediate Language and Compiler for Tiled Neural Network Computations and their Github repo here
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering Retrieval-Augmented Generation (RAG) architecture case study from Linkedin better than traditional RAG from raw text
Advancing Transformer Architecture with long-context LLMs Advancing Transformer Architecture in Long-Context Large Language Models: A Comprehensive Survey
TGI Multi-LoRA: Deploy Once, Serve 30 models Managing multiple AI models and repository https://github.com/punica-ai/punica

References

  1. CS231n: Convolutional Neural Networks for Visual Recognition
  2. Qwen2 Technical Report

Related projects in the Playbook by cloudmelon

Authors

Contributors names and contact info @MelonyQ CloudMelon Vis on Youtube

Further details on my blog :

Please go to my blog CloudMelon Vis to get more details about my work and visit my Github profile

Feel free to reach out to my twitter @MelonyQ in case you have any questions.

Authors

Contributors names and contacts

Contribute

Contributions are always welcome! Please create a PR to add Github Profile.

License

This project is licensed under MIT license.

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This repository stores a collection of LLMs and Multimodal AI research papers for learning and researching.

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