Etc

기타 다양한 분야의 자료를 수집합니다.

Keyword -> Docker, Kubernates(k8s), FastAPI, MLflow, vLLM, Lakehouse, Blue/Green, LoadBalancing

Ⅰ. Reference

• ResearchTrend.AI

• StreamDiffusion의 realtime interactive generation의 원리

  • https://github.com/cumulo-autumn/StreamDiffusion

• Deploying Langchain apps with langserve on GCP

  • https://webcache.googleusercontent.com/search?q=cache:https://medium.com/@tahreemrasul/deploying-langchain-apps-with-langserve-on-gcp-1908476cdc49

• Smilegates AI : VectorDB

  • https://smilegate.ai/2023/11/07/vector-database-%eb%b2%a1%ed%84%b0-%ec%9e%84%eb%b2%a0%eb%94%a9%ec%9d%84-%ec%a0%80%ec%9e%a5%ed%95%98%ea%b3%a0-%ea%b2%80%ec%83%89%ed%95%98%eb%8a%94-%ea%b0%80%ec%9e%a5-%ed%9a%a8%ec%9c%a8%ec%a0%81/

• Weekly NLP

  • https://jiho-ml.com/tag/weekly-nlp/

• Chris : machinecurve site

  • https://machinecurve.com/index22.php

• Wikipedia : TEX

  • https://ko.wikipedia.org/wiki/%EC%9C%84%ED%82%A4%EB%B0%B1%EA%B3%BC:TeX_%EB%AC%B8%EB%B2%95

• Transformer Explainer

  • https://poloclub.github.io/transformer-explainer/?trk=public_post_comment-text

• Image-to-3D : TRELLIS

  • https://github.com/Microsoft/TRELLIS

Ⅱ. Leader Board

• Embedding Model Learder Board : MTEB

  • https://huggingface.co/spaces/mteb/leaderboard
  • https://github.com/embeddings-benchmark/mteb?tab=readme-ov-file
• 2024-ai-timeline

  • https://huggingface.co/spaces/reach-vb/2024-ai-timeline
• Free-Form Vision-Language Model(VLM) in Korean Language Environment Benchmark : KOFFVQA

  • https://huggingface.co/spaces/maum-ai/KOFFVQA-Leaderboard

Ⅲ. Useful Tools

• Python Locust (부하테스트)

  • https://github.com/locustio/locust
• Python Rich (Beautiful Logging)

  • https://github.com/Textualize/rich
• Python Manim (3Blue1Brown style animation library)

  • https://github.com/ManimCommunity/manim
  • https://github.com/CodingVillainKor/manim-kor
• Flair

  • https://github.com/flairNLP/flair
• Kiwipiepy

  • https://github.com/bab2min/kiwipiepy
• Samurai : Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

  • https://github.com/yangchris11/samurai
• Genesis

  • https://github.com/Genesis-Embodied-AI/Genesis

Ⅳ. Etc..

• MyFonts : 이미지 기반으로 어떤폰트인지 검색해주는 사이트

  • https://www.myfonts.com/