컴퓨터 vs 책

빅데이터/인공지능
CMU 21-228 Discrete Mathematics
OpenAI Rate limits
slimsam - slimmer version of SAM, much smaller and faster yet very powerful ⚡️ 
“개인화된 쇼핑 환경 지원”··· MS, 유통 업계 위한 AI 및 데이터 기능 추가
구글, ‘유통 산업’ 공략한 생성형 AI 기능 및 엣지 디바이스 공개
Top Skill In 2024 - Your ability to talk to an AI model 😅 These are the 26 golden rules for prompting!
“개발자 29%, AI 신뢰하지 않는다고 응답” 코더패드 보고서
Show GN: 프롬프트를 자동으로 최적화해주는 "Prompt Optimizer" GPTs (chat.openai.com)
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems
뉴욕 타임스의 초대형 소송, 생성형 AI의 운명 결정한다
어렵지만 꺼내야 한다··· CIO가 AI 전략 회의에서 던져야 할 질문 6가지
생성형 AI로 어떻게 ‘돈’을 벌까?
"수능서 심화수학 배제는 자해 행위, 하향 평준화 막아야"
so every time you run inference with a language model like GPT-whatever, the model outputs a full probabilities over its entire vocabulary (~50,000 tokens), we needed the full vector (all 50,000 numbers!) for our research, so we developed a clever algorithm for recovering it by making many API calls
Portkey's AI Gateway is the interface between your app and hosted LLMs. It streamlines API requests to OpenAI, Anthropic, Mistral, LLama2, Anyscale, Google Gemini and more with a unified API.
"오류·환각 포착을 자동화"··· 스타트업 패트로너스, LLM 평가 도구 출시
🚀 RAG on Windows using TensorRT-LLM and LlamaIndex 🦙
Portkey AI Gateway - 100+개의 LLM을 1개의 API로 이용 (github.com/Portkey-AI)
“기저귀 못 뗀” 생성형 AI를 대하는 올바른 자세
ReplaceAnything as you want: Ultra-high quality content replacement
저작권 소송 다수 직면한 오픈AI "AI 학습 데이터에 저작권 필수"
NVIDIA Chat With RTX - Your Personalized AI Chatbot
Introducing ChatGPT Team
Colbert embedder - An embedder supporting ColBERT models. The Vespa ColBert embedder maps text to token embeddings, representing text as multiple contextualized vector embeddings.
Let's Go Shopping (LGS) -- Web-Scale Image-Text Dataset for Visual Concept Understanding
CES 2024 : 전산업에 스며든 AI
Introducing the GPT Store
Language Modeling Reading List (to Start Your Paper Club)
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
See the pitch memo that raised €105m for four-week-old startup Mistral
Chat With PDF Is Hard and ChatGPT Sucks At It - Here's Why
Deploying LLM Apps to AWS, the Open-Source Self-Service Way
Mistral QLoRA w/ MLX on your Mac ⚡
Walmart unveils new generative AI-powered capabilities for shoppers and associates
Using a Markov chain to generate readable nonsense with 20 lines of Python
Ep. 7: End-to-end machine learning workflow with tidymodels & Posit Team
Ten Noteworthy AI Research Papers of 2023
🔀 Phixtral - I made the first efficient Mixture of Experts with phi-2 models. 🥳
What is Low-Rank Adaptation (LoRA) | explained by the inventor
Sparrow - Data extraction with ML and LLM (tabular)
LoRA: Low-Rank Adaptation of Large Language Models - This repo contains the source code of the Python package loralib and several examples of how to integrate it with PyTorch models, such as those in Hugging Face.
A Survey on 3D Gaussian Splatting
‘수포자’ 많아 수능서 심화수학 뺀다니…한국 과학 미래 포기하나
Will dialogue-based LLMs replace traditional search engines?
🏎️ FlashRank - Ultra-lite & Super-fast Python library to add re-ranking to your existing search & retrieval pipelines. It is based on SoTA cross-encoders.
The Perfect Webpage - How the internet reshaped itself around Google’s search algorithms — and into a world where websites look the same.
추천 프로그램을 설계하는 방법
The Data Engineering Handbook
Midlibrary - MidJourney를 위한 스타일 라이브러리 (midlibrary.io)
생성형 AI에 대한 10가지 진단
제프 베조스가 찜한 AI 검색 서비스··· 퍼플렉시티AI, 7360만 달러 투자 유치
상상도 못한 일들 펼쳐진다 … 2024 'AI의 대진격'
Using LLMs to Convert Unstructured Data Into Structured Data
I’ve created a step-by-step guide to fine-tuning an LLM on your Apple silicon Mac.
임상 전문가 넘는 인공지능 피부 진단 시스템...아모레퍼시픽, AI 기반 ‘닥터 아모레‘ 개발
Today we introduce Query Pipelines 💫, a declarative API that allows you to orchestrate simple-to-hard query workflows over your data.
Training and deploying open-source large language models
audio2photoreal - From Audio to Photoreal Embodiment: Synthesizing Humans in Conversations
An excellent guide to get started fine-tuning locally with MLX + LoRA
DragNUWA - Fine-grained Control in Video Generation by Integrating Text, Image, and Trajectory
Here's how to make an animated AI character in 2 min with HeyGen and ChatGPT:
mlx lora/qlora example
"AI 검색 엔진에 투자 몰린다" 퍼플렉시티 AI, 엔비디아·데이터브릭스 등 대규모 자금 유치
Make-A-Character: High Quality Text-to-3D Character Generation within Minutes
LLMs and Programming in the first days of 2024
Dialoqbase is an open-source application designed to facilitate the creation of custom chatbots using a personalized knowledge base. ㅍㅅㅅㅅ
ChatGPT Desktop Application (Available on Mac, Windows, and Linux)
How to build a terrible RAG system
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively
Mobile ALOHA - Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
⚗️ distilabel - AI Feedback (AIF) framework for building datasets with and for LLMs.
Tabby is a self-hosted AI coding assistant, offering an open-source and on-premises alternative to GitHub Copilot.
미리보는 CES 2024 [77p 한국어 PDF] (pwc.com)
GN⁺: 구글, 유료로 제공될 "고급" 버전의 Bard 작업중 (theverge.com)
Outlines Functions 🏭 - Ready-to-deploy programs written with Outlines
You can run Mixtral-8x7B models on free Colab or consumer desktops.
DocGraphLM: Documental Graph Language Model for Information Extraction
Here's how you setup an ETL pipeline for RAG with a simple, declarative interface, with in-built support for incremental data updates.
LlamaIndex Open Source Roadmap
Top Python libraries of 2023
LiteLlama: Reduced-Scale Llama
What are embeddings?
업스테이지, 콴다-KT와 챗GPT· MS 뛰어넘은 세계에서 수학 제일 잘하는 인공지능 'MathGPT' 개발
Everything You Always Wanted To Know About Mathematics* (*But didn’t even know to ask)
GPT-4 Vision API | Web Scraping with GPT-4 Vision API and Puppeteer
Using Mermaid + ChatGPT for Test Case generation and management
ChatGPT could soon replace Google Assistant on your Android phone
Generative Retrieval for End-to-End Search Systems
Microsoft, Phi-2 언어모델의 라이센스를 MIT로 변경  (huggingface.co)
Druid Deprecation and ClickHouse Adoption at Lyft
I trained Chess-GPT, a 50M parameter LLM, to play at 1500 ELO. 
Google Colab to generate genomic sequence based on our long-context language model.
5 GitHub repositories that will give you superpowers as an AI/ML Engineer:
MIT licensed Phi running on Mac powered by Rust! 🦀
The Enterprise RAG Solution Accelerator (GPT-RAG) offers a robust architecture tailored for enterprise-grade deployment of the RAG pattern.
Stuff we figured out about AI in 2023
GENERALIST EMBEDDING MODELS ARE BETTER AT SHORT-CONTEXT CLINICAL SEMANTIC SEARCH THAN SPECIALIZED EMBEDDING MODELS
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
TinyLlama: An Open-Source Small Language Model
BCI simulator is a lightweight simulator for closed-loop brain-computer interfaces (BCIs), with the goal of simplicity and being easily modifiable.
OpenVoice by @myshell_ai - Instant voice cloning by MyShell.
What are the most important statistical ideas of the past 50 years?
DINOv2 is the king for self-supervised learning in images 🦖🦕 
NIST Trustworthy and Responsible AI NIST AI 100-2e2023
“눈치 없는 솔직함이 더 위험” 생성형 AI에 대한 10가지 단상
'학습부터 생성까지'··· AI는 저작권 사각지대
Fine-Tuning with LoRA or QLoRA using MLX
Our gift to you this new year is an advanced RAG diagram you can print out and frame 🖼️
“원하는 감정·억양 넣은 목소리 만든다”··· 마이쉘, 목소리 생성 오픈소스 알고리즘 공개
IDC "2024년 생성형AI 지출은 2배로 증가할 것"
Welcome to RAGatouille - Easily use and train state of the art retrieval methods in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.
Using MPL to solve the 1 Billion Row Challenge
CopilotKit - The Open-Source Copilot Platform
Advanced Retrieval for AI with Chroma
Instruct-Imagen: Image Generation with Multi-modal Instruction
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models
AI Tube - discover dozens of ML-generated videos
AI 시대의 마켓플레이스 (a16z.com)
GPT Builder - What is the GPT Builder for in ChatGPT and why did we make it?
LLbezpeky: Leveraging Large Language Models for Vulnerability Detection
Transcribing Handwritten Text with Python and Microsoft Azure Computer Vision
mlx-llm - LLM applications running on Apple Silicon in real-time thanks to Apple MLX framework.
iOS/iPadOS 용 Microsoft Copilot 앱 릴리즈 (theverge.com)
PwC의 2024년 AI 비즈니스 6대 전망 (2024 AI Business Predictions)  (pwc.com)
대규모 언어 모델을 위한 검색-증강 생성(RAG) 기술 현황 (discuss.pytorch.kr)
TrailBlazer: Trajectory Control for Diffusion-Based Video Generation
Microsoft breaks the SOTA for embedding models!
Mistral Medium, that beats GPT-3.5 - according to speculative estimates, it could be a 195b total parameter model, structured as 8x30b mixture of experts
Trying to create a language model that understands your own custom data? 
Boundary Attention: Learning to Find Faint Boundaries at Any Resolution
Computer Vision and Machine Learning Jupyter Notebooks
대규모 언어 모델을 위한 검색-증강 생성(RAG) 기술 현황 (discuss.pytorch.kr)
RAG Or Fine-Tuning?
A Survey of Techniques for Maximizing LLM Performance
클라우드·AI도 올해가 승부처… 새먹거리 챙기는 IT서비스 빅3
NHN클라우드 '원톱' 오른 김동훈 "과제는 AI데이터센터 고도화"
카카오 첫 자체 데이터센터 1분기에 열어 … AI 서비스 도입에 속도
🌀𝗕𝘂𝗶𝗹𝗱𝗶𝗻𝗴 𝗮 𝗱𝗶𝘀𝘁𝗿𝗶𝗯𝘂𝘁𝗲𝗱 𝘀𝘆𝘀𝘁𝗲𝗺𝘀 𝗯𝗿𝗮𝗶𝗻 🌀
Scaling LlamaIndex with AWS and Hugging Face
📌 Run the huge Mixtral8x7B-Instruct with decent generation speed in Free Google Colab or in your home 12GB 3060 GPU
UForm - Pocket-Sized Multimodal AI For Content Understanding and Generation
catgpt - This is a command-line tool that uses the OpenAI model to generate text based on user input.
Searching, fast and slow, through product catalogs
Improving Text Embeddings with Large Language Models
Deep Dive into AI with MLX and PyTorch: Prolog - Welcome to "Hello AI World"
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit
이제부터 진검승부...테크판 AI 총력전
AI에 치이고 끌려간 클라우드…새해에는 어떨까
nanoGPT_mlx - A port of Andrej Karpathy's nanoGPT in Apple's new machine learning framework, MLX.
MLX Examples - This repo contains a variety of standalone examples using the MLX framework.
Serving Machine Learning Models as API with FastAPI
2023 Recap In AI
An explanation for why GPT-4 is degrading:
In 2024, let’s make RAG less of a hack.
Just using MLX to fine-tune TinyLlama with LoRA locally on a 8 GB Mac Mini.
The GPU Poor strike back
How I learned PyTorch in 4 steps:
From Machine Learning to Creating Learning Machine
AI Research Experiences - Harvard CS197 - Take your AI skills to the next level
MLX Stable Diffusion WebUI
Understanding Deep Learning Optimizers: Momentum, AdaGrad, RMSProp & Adam
Semantic Router is a superfast decision-making layer for your LLMs and agents.
Gemini vs. GPT-4V
LMCompilers came out!
Fast Inference of Mixture-of-Experts Language Models with Offloading
Mixtral offloading - This project implements efficient inference of Mixtral-8x7B models.
하드웨어
“팬 없이 CPU 식힌다” 프로어, 2세대 에어젯 미니 슬림 공개
“NPU, 생각만큼 중요하지 않다” 메테오 레이크 즉석 테스트로 확인하는 AI PC 현실 파악
청각 장애 게이머를 위한 궁극의 접근성…사운드 시각화 하드웨어 ‘오디오 레이더’
“공기에서 깨끗한 물 추출한다” CES 혁신상 받은 ‘워터큐브 100’
인텔 코어 HX : 게이머를 겨냥한 두 번째 14세대 노트북 CPU
와이파이 재밍 기능이 포함된 손목시계???
레노버, PC용 AI 가속카드 탑재한 씽크센터 공개
IKEA for Apple Vision Pro
2024년, AI 글래스 시장이 기대되는 이유
GN⁺: OpenWrt, 20주년을 맞아 업스트림 지원되는 하드웨어 플랫폼 OpenWrt One 공개 (lwn.net)
Researchers at Stanford Use Brain Signals to Control Intelligent Robots
경고등닷컴 by 쏘카
Advancing AI PCs in 2024 with AMD
Apple Vision Pro, 2월 2일에 미국에서 정식 출시 (apple.com)
마이크로소프트의 맞춤형 AI 칩이 애저에 미치는 영향
LLM에 Halluciation(환각)이 발생하는 원인과 해결방안
Clicks - 아이폰을 위한 하드웨어 키보드 (clicks.tech)
올해부터 대세화··· ‘Qi2’ 무선 충전 따라잡기
점차 느는 AI 이니셔티브, 네트워크 계획도 바꿔야 할까?
‘PCWorld 선정’ 2023/2024 최고의 PC 하드웨어와 소프트웨어 24선
AI 컴퓨팅과 메모리 구조에 대한 아주 긴 설명
GN⁺: 안드로이드 개발자들이 더 이상 윈도우즈 USB 드라이버를 필요로 하지 않는 이유 (fabiensanglard.net)
읽을거리
애플, 클래식 음악 전문 앱 '애플뮤직클래시컬' 24일 한국 출시
링크트인, 美서 가장 인기 있는 예상외의 데이팅 앱
알아둬야만 하는 임대차 보호법 최근 판례들.
여성 평균수명 첫 90세 돌파…격차 좁혀졌다는 남성은?
한국 불평등 상승의 제 1 구조적 요인: 고령화
50년간 첫새벽 깨운 1호선… 오늘도 달린다, 38선 너머까지
無수저로 45세 창업, 1000원짜리 팔아 3조 매출… “아직도 고객이 두렵다”
Birdwatching Has Big Mental-Health Benefits. Here’s How to Start
안아줘야지, 괴로웠을 테니 - MBC <연인> 황진영 작가
실패한 웹3 마케팅이 주는 메시지
소리가 인간을 파괴했을까
길고양이 돌봄 가이드라인
[유현준의 도시 이야기] 메타버스는 진짜 혁명인가

[B급 프로그래머] 1월 2주 소식(빅데이터/인공지능, 하드웨어, 읽을거리 부문)

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