Large Language Model (LLM)

API Oct 29, 2024 · vLLM Oct 8, 2024 · TensorRT-LLM Sep 1, 2024 · LLM Aug 7, 2024 · Hugging Face Jun 6, 2024 · Perplexity Mar 17, 2024 · Text Generation Feb 23, 2024 · Chat UI Feb 18, 2024 · LLM Quantization Feb 13, 2024 · Gradio Feb 12, 2024

LLM Training

(주요 항목 비공개) Trainer Oct 31, 2024 · CPT 성능 향상 기법 Oct 31, 2024 · NeMo Oct 24, 2024 · LoRA Oct 24, 2024

llama.cpp

Ollama Oct 20, 2024 · llama.cpp Quantization Oct 20, 2024 · gguf Oct 20, 2024 · llama.cpp Oct 20, 2024

Transformer

llama2.c Oct 29, 2024 · llama3.cuda Oct 29, 2024 · llama3.np Oct 29, 2024 · Transformer Oct 29, 2024 · Flash Attention Oct 29, 2024

Deep Learning

인공지능 Mar 8, 2024 · PyTorch Lightning Jan 7, 2024 · PyTorch Jan 6, 2024 · Keras Nov 26, 2023 · 딥러닝 Sep 24, 2023 · CNN, RNN Jun 8, 2021 · Activation, Cost Functions Jun 8, 2021

Machine Learning

머신러닝 Apr 13, 2023 · 머신러닝 분류기 Jun 8, 2021 · Scikit Learn Jun 8, 2021 · XGBoost Jun 8, 2021 · Support Vector Machine Jun 8, 2021 · Santander Product Recommendation Jun 8, 2021 · Recommender System Jun 8, 2021 · Naive Bayes Jun 8, 2021 · Markov Decision Process Jun 8, 2021 · Distance Jun 8, 2021 · Decision Tree Jun 8, 2021

NLP

NLP Jan 5, 2024 · Word Embedding Apr 14, 2022 · NLP 실험 Jun 8, 2021

Data Science & Engineering

RAPIDS Jun 1, 2023 · GPU Data Science Nov 3, 2022 · Dask Nov 3, 2022 · PyData Nov 3, 2022 · 데이터 사이언스 Apr 25, 2022 · 데이터 마이닝 Apr 25, 2022 · Hadoop, Spark, Hive Apr 25, 2022

MLOps & HPC

NVIDIA Oct 14, 2024 · Kubeflow Sep 21, 2024 · Jetson Sep 2, 2024 · The Chip Letter Jul 22, 2024 · CUDA Jun 20, 2024 · NPU May 8, 2024 · NCCL Apr 22, 2024 · GPU Compute Apr 21, 2024 · Slurm Feb 23, 2024 · Open MPI Jun 12, 2022 · MLOps May 26, 2022

Math & Statistics

수학 Dec 13, 2023 · 통계학 응용 Feb 18, 2022 · 통계학 Jun 8, 2021 · 이산수학 Jun 8, 2021

Information Retrieval

Elasticsearch 설치 May 12, 2022 · Information Retrieval Mar 10, 2022 · Elasticsearch 운영 Feb 26, 2022 · Amazon OpenSearch Service Jan 12, 2022

Algorithms & Data Structure

자료구조 Jun 3, 2023 · 알고리즘 Jul 9, 2021 · Cryptography Jun 8, 2021

Books

반도체 책 Oct 22, 2024 · 비지니스 책 Sep 24, 2024 · 알고리즘 책 Jun 19, 2024 · 기타 책 Mar 31, 2024 · 수학 책 Mar 31, 2024 · 머신러닝 책 Mar 30, 2024 · 과학 책 Mar 30, 2024 · 2021 Book Reports Mar 18, 2024 · 개발 책 Mar 17, 2024 · 생산성 책 Mar 10, 2024 · 인공지능 책 Mar 8, 2024 · 경제 책 Jan 2, 2024 · 사회 책 Jan 2, 2024 · 투자 책 Dec 4, 2023 · 건강 책 Oct 10, 2023 · 자기계발 책 Sep 18, 2023 · 검색 책 Aug 1, 2023 · 딥러닝 책 Jul 17, 2023 · 2019 Book Reports Nov 2, 2022 · 미래학 책 Apr 25, 2022 · 클라우드 책 Apr 14, 2022 · 통계학 책 Feb 20, 2022 · 2020 Book Reports Dec 4, 2021 · 빅데이터 책 Nov 7, 2021 · 2018 Book Reports Jun 8, 2021 · 2017 Book Reports Jun 8, 2021

Cloud

GCP AI Oct 24, 2024 · Serverless AI Oct 24, 2024 · AWS SageMaker Oct 24, 2024 · AWS Jul 14, 2023 · GCE Jun 29, 2022 · GCP 기타 Feb 10, 2022 · GCS Dec 18, 2021 · Cloud Run Jun 8, 2021 · Cloud Load Balancing Jun 8, 2021 · BigQuery Jun 8, 2021 · App Engine Jun 8, 2021

Infrastructure

Kubernetes Oct 15, 2024 · Docker Sep 2, 2024 · Terraform May 16, 2022 · Software Deployment Jan 2, 2022

Software Engineering

Git Oct 24, 2024 · systemd Jun 29, 2024 · Redis Jul 21, 2023 · React Mar 13, 2022 · Android Development Feb 19, 2022 · Microservices Jan 28, 2022 · Kafka Nov 6, 2021 · 컴퓨터시스템구조 Jun 8, 2021 · 컴파일러 Jun 8, 2021 · Project Management Jun 8, 2021 · OAuth 2.0 Jun 8, 2021 · MySQL Jun 8, 2021 · Firebase Cloud Messaging Jun 8, 2021

Languages & Framework

Python Sep 1, 2024 · Golang Apr 19, 2024 · Flask Feb 2, 2024 · Kotlin Oct 4, 2023 · OOP Apr 12, 2023 · Java Feb 7, 2022 · Deno Dec 23, 2021 · Swift Jul 25, 2021 · Front-End Jun 8, 2021 · C++ Jun 8, 2021

Productivity

CLI Productivity Aug 5, 2024 · Network Productivity Jun 25, 2024 · 건강 Feb 23, 2024 · VSCode Feb 12, 2024 · JetBrains Oct 26, 2023 · 흥미로운 통계 Sep 24, 2023 · Invest Dec 19, 2022 · 종합소득세 Jun 1, 2022 · Windows 10 Feb 18, 2022 · Figma Feb 16, 2022 · 온라인 개발 Dec 25, 2021 · 영어 Oct 11, 2021 · Zsh Oct 2, 2021 · 진화생물학 Jun 8, 2021 · 운영체제 Jun 8, 2021 · 사회심리학 Jun 8, 2021 · 비지니스 Jun 8, 2021 · Windows Subsystem for Linux Jun 8, 2021 · Links Jun 8, 2021 · LifeHacks Jun 8, 2021

Network Programming

FastCGI May 4, 2024 · gRPC Jun 8, 2021 · epoll Jun 8, 2021