컴퓨터 vs 책

(오늘의 짤방: 그러네ㅋㅋㅋ 사람도 이렇게 일시키면 잘할 것 같은데ㅋㅋㅋ via @nameEO)
빅데이터/인공지능
Stable Diffusion in Java (SD4J) Enables Generating Images With Deep Learning
LLM Compiler Agent Cookbook
Temporian is a library for safe, simple and efficient preprocessing and feature engineering of temporal data in Python.
Needle in a 930M Member Haystack: People Search AI @LinkedIn
Hands-on LLMs Course - Learn to Train and Deploy a Real-Time Financial Advisor
Tanuki - LLM 기반의 앱을 쉽게 개발하기 (github.com/Tanuki)
AI가 특허권, 혹은 저작권을 가질 수 있을까?
Emu2 - Gemini와 비슷한 오픈소스 37B 멀티모달 모델 (github.com/baaivision)
5 Levels Of Text Splitting/Chunking:
26 Prompting Tips
The "Hello World"s of machine learning & AI:
"2024년은 생성 AI 과대광고 끝나고 비즈니스로 승부"
Gemini vs GPT-4V: A Preliminary Comparison and Combination of Vision-Language Models Through Qualitative Cases
LLM Interactive Optimization of Open Source Python Libraries -- Case Studies and Generalization
A Recipe for Scaling up Text-to-Video Generation with Text-free Videos
Introducing Ultralytics YOLOv8, the latest version of the acclaimed real-time object detection and image segmentation model. 
Detecting Technical Debt Using Natural Language Processing Approaches -- A Systematic Literature Review
Scaling Down to Scale Up: A Cost-Benefit Analysis of Replacing OpenAI's GPT-4 with Self-Hosted Open Source SLMs in Production
Language Model Based on FastText
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4
Vertical AI - 지속 가능한 AI 앱을 위해 수직적 접근방식이 중요한 이유 (greylock.com)
GPT Pilot is a true AI developer that writes code, debugs it, talks to you when it needs help, etc.
Midjourney v6 릴리즈 (mid-journey.ai)
Per-User Retrieval
OpenAI Publishes GPT Prompt Engineering Guide
Exploiting Novel GPT-4 APIs
Advanced RAG Techniques: an Illustrated Overview
VCoder: Versatile Vision Encoders for Multimodal Large Language Models
 InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks —— An Open-Source Alternative to ViT-22B
Retrieval-Augmented Generation for Large Language Models: A Survey
"제미나이 프로 이용정보, 구글이 다 들여다본다"
"AI가 굴리는데 영 신통찮네"…적자 쌓이는 로보어드바이저社 [긱스]
Amazon Q Code Transformation: Automating Java Application Upgrades
Using Gemini AI in Android Apps with the New Google AI SDK
We'll need to settle on a good vocabulary to describe complex Large Language Model driven systems.
Building Your Own Product Copilot: Challenges, Opportunities, and Needs
자동개인식별부터 감정분석까지…AI에 사활 건 IPTV 업계
비디오몬스터, AI 기반 여행 브이로그 자동편집 앱 '비브(ViiV)' 론칭
Awesome LLM Interpretability - A curated list of amazingly awesome tools, papers, articles, and communities focused on Large Language Model (LLM) Interpretability.
토스의 AI 그래픽 생성기, 토스트를 소개합니다 #2
Can LLMs Replace Data Analysts? Getting Answers Using SQL Part 2: Diving deeper into LLM agents
Google Gemini API (Python notebook)
Ferret: Refer and Ground Anything Anywhere at Any Granularity
How Not to Be Stupid About AI, With Yann LeCun
Stable Diffusion XL by Kaggle
Gemini-Pro model guide
LMPerf Leaderboard 🏆 - Utilizing the LLMPerf, we have benchmarked a selection of LLM inference providers. 
GTC 2022 - How CUDA Programming Works - Stephen Jones, CUDA Architect, NVIDIA
MI300X has 32% more tflops than H100 for BF16 (1307 vs 989)!
LLMs Will Make Programming Useless In 10 Years
An In-depth Look at Gemini's Language Abilities
영국 대법원, 다버스 사례 판결 내려 "AI는 특허 소유 못해"
생성형 AI 파트너를 선택하는 방법 “신뢰하되 검증하라”
세일즈포스, '직장 내 생성형 AI 활용 전망과 위험' 보고서 발표
Generate text with LLMs - Robust prompting & (guided) text generation
구글 제미나이, 첫 외부 테스트서 'GPT-3.5 터보'보다 성능 떨어져
HD-Painter: High-Resolution and Prompt-Faithful Text-Guided Image Inpainting with Diffusion Models
Building RAG-based LLM Applications for Production
AppAgent: Multimodal Agents as Smartphone Users
Texify is an OCR model that converts images or pdfs containing math into markdown and LaTeX that can be rendered by MathJax ($$ and $ are delimiters).
Getting Started with Mixtral 8X7B
All of the LLM examples in MLX-examples now support quantized models out of the box: - Mistral, Mixtral, Llama, Phi2, Qwen + Code, Chat, and Instruct variants
Two new llama-datasets and a Gemini vs. GPT showdown
Running Mixtral 8x7 locally with LlamaIndex
Microsoft LLMLingua - 추론 가속 및 비용 절감을 위해 프롬프트 압축하기 (github.com/microsoft)
A Novel Approach for Rapid Development Based on ChatGPT and Prompt Engineering
Brand new: MLX models on the hub(huggingface)
Semantic Chunking?
Getting started with visual assistants: templates + video overview 👀🤖 (langchain)
Intel® Extension for Transformers
An Innovative Transformer-based Toolkit to Accelerate GenAI/LLM Everywhere - [2023/12] Supported QLoRA on CPUs to make fine-tuning on client CPU possible.
Getting Started with Gemini
AgentSearch, an open-core effort to make humanity's knowledge accessible for LLM agents.
MLX Examples - This repo contains a variety of standalone examples using the MLX framework.
Emu2: Generative Multimodal Models are In-Context Learners
“사기꾼 찾아내는 AI” 사기 대응 AI 강화하는 금융 업계
"성공적 클라우드 전환이 토대" 한 CDIO가 전하는 '전사적 AI' 토대 구축기
PowerInfer - 소비자용 GPU를 사용해서 빠르게 LLM 서빙하기
챗GPT, 여전히 숫자에 약해..."금융 분야 사용은 시기상조"
ChemCrow: Augmenting large-language models with chemistry tools
How to Deploy CogVLM on AWS
With the holidays upon us, some of us might be a little behind in our gift shopping. Gemini can help! Connect to the Gemini API and tell it a bit about the person you want to buy for and Gemini will give you a few suggestions!
Why 2023 was the most exciting year in computer vision history (so far)
Phi-2 is a 2.7B parameter language model released by Microsoft with performance that rivals much larger models. (MLX version)
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
FastSR-NeRF: Improving NeRF Efficiency on Consumer Devices with A Simple Super-Resolution Pipeline
너도나도 독점 LLM, 클라우드 경쟁 핵심으로
Welcome to the "Awesome ChatGPT Prompts" repository! This is a collection of prompt examples to be used with the ChatGPT model.
SlimSAM: 0.1% Data Makes Segment Anything Slim
A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise
gsplat.js - JavaScript Gaussian Splatting library
Understanding GPU Memory 2: Finding and Removing Reference Cycles
Retrieval-Augmented Generation (RAG): From Theory to LangChain Implementation
Open Book LLM Science Exam
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
microsoft/promptbase - 프롬프트 관련 자료, 모범사례, 예제 모음  (github.com/microsoft)
Calvin - An Open-Source Google Calendar Assistant
Microsoft Announces Small Language Model Phi-2
Coffee - AI를 이용한 프론트엔드 개발 도우미 (github.com/Coframe)
Multimodal RAG pipeline with LlamaIndex and Neo4j
KB금융, 내부통제 디지털화 추진...AI·RPA 활용
abracadabra: How does Shazam work?
The T5 models are encoder-decoder models pre-trained on a mixture of unsupervised and supervised tasks. (MLX version)
Bash One-Liners for LLMs
"SNS 지고 생성형 AI 뜬다, 마케팅 전략 변화 필요해" 가트너
챗GPT 대응 1년…뛰는 ‘네이버’와 발도 못 뗀 ‘카카오’
"구글, 픽셀폰 전용 AI비서 만든다…사물인식 안경도 개발 중"
Use Gemini and ChatGPT to learn from two capable teachers
생성형 AI, 구축할 것인가 클라우드에서 살 것인가?
사내 AI SQL 생성 슬랙봇 (m.blog.naver.com)
Many options for running Mistral models in your terminal using LLM
BricksLLM - LLM을 위한 AI Gateway (github.com/bricks-cloud)
[단독] 엔씨, 신사업 'AI 금융' 접는다…조직 해체
Building a Universal AI Scraper
Unlocking the Future of Data Products: Business focused AI agents team
RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models
LLM을 이용한 한줄짜리 Bash 스크립트들 (justine.lol)
Perspectives on the State and Future of Deep Learning - 2023
Resemble Enhance is an AI-powered tool that aims to improve the overall quality of speech by performing denoising and enhancement.
창업자를 위한 AI 스펙트럼 (nfx.com)
2024 기술 트렌드: AI, 그리고 그외 모든 것들 (ben-evans.com)
Invoice data processing LLM RAG on CPU with Ollama, LlamaIndex and Weaviate
Outliers have led me to 100s of business insights. But first I had to find them. In 6 minutes let me share 6 months of research into outliers.
GN⁺: OpenAI의 프롬프트 엔지니어링 가이드  (platform.openai.com)
Apple Open-sources Apple Silicon-Optimized Machine Learning Framework MLX
"2024년부터 '인공지능'이라는 말이 사라지기 시작할 것"
The Illustrated Stable Diffusion
Tree of Thought
Introduction to Anomaly Detection in Python with PyCaret
StoryGPT-V: Large Language Models as Consistent Story Visualizers
Prompt engineering by OpenAI
GN⁺: OpenAI, ByteDance가 자체 AI 모델 훈련에 GPT를 사용해서 계정 중단 (theverge.com)
Awesome System for Machine Learning - A curated list of research in machine learning system. 
Mathematical discoveries from program search with large language models
Boxplots are one of the most useful tools in my Data Science arsenal. In 6 minutes, I'll teach you 6 years of using box plots for EDA and problem-solving. Let's dive in.
The Google AI Python SDK enables developers to use Google's state-of-the-art generative AI models (like Gemini and PaLM) to build AI-powered features and applications.
UIDraw - 폰에서 그린 그림으로 웹사이트 생성하기 (github.com/jordansinger)
Pixel Aligned Language Models
lightning.ai - Turn ideas into AI, Lightning fast: Code together. Prototype. Train. Deploy. Host AI web apps. From your browser - with zero setup
VideoLCM: Video Latent Consistency Model
“구글 AI검색 도입시, 트래픽 40% 하락” 공멸 우려 목소리 터졌다
Gemini API for Kaggle model
Gemini API Starter Notebook for Kaggle
하드웨어
Everything You Need to Know about Fast Charging Your iPhone
GN⁺: 애플, 클라우드가 아닌 자체 하드웨어에서 직접 실행되는 AI를 원해 (arstechnica.com)
amx - If you are really interested in doing serious compute on Apple devices, check this:
Apple wants AI to run directly on its hardware instead of in the cloud
Ollama - Get up and running with large language models locally.
'인텔 4공정과 NPU 내장'··· 인텔 코어 울트라 칩 살펴보기
2023년은 오픈 LLM의 해 (huggingface.co)
인텔 CEO는 엔비디아의 '매우 운이 좋은' AI 지배력을 한탄하며 인텔이었어야 했다고 주장합니다.
osmos-2 released by @Microsoft is a very underrated model that can describe the image and answers questions about it, without hallucinating ✨
Which LLMs are best at using tools?
Just found out about the Chatbot Arena, it's brilliant.
바이트댄스, 오픈AI API로 자체 챗봇을 개발하다 들통
생성형 AI 도입에 집중하는 금융권
A Challenger to GPT-4V? Early Explorations of Gemini in Visual Expertise
Awesome-Multimodal-Large-Language-Models - 🔥🔥🔥 A Survey on Multimodal Large Language Models
AMD MI300X, Nvidia H100보다 30% 향상된 성능을 보여 (tomshardware.com)
Performance of llama.cpp on Apple Silicon A-series
“AI 에브리웨어 시대를 연다” 인텔 코어 울트라 칩 살펴보기
Inter-node and intra-node Networking Hardware (GPU 네트워킹 성능 평가)
빠른 시작: Node.js 애플리케이션에서 Gemini API 시작하기
읽을거리
PISA 2022 results(OECD 국가 수학 성적 통계 포함)
GN⁺: 모더나의 mRNA 암 백신, 예상보다 더 효과적임 (freethink.com)
The science of gift wrapping explains why sloppy is better
28년 군 인생 뒤흔든 박정훈 대령의 맹세 [2023 올해의 인물]
월급 관리의 기초
미래에셋 "2차 베이비부머 세대 평균 자산 7.5억…83%가 부동산"
두 가게
[ESC] 응답하라 ‘코끼리표 밥솥’···추억의 밥솥사
중국 성장구조 전환과정과 파급영향 점검
“‘5공 전사’ 등 고증 탁월…악인에 분노하기보다 근본적 원인에 분노를”
테무는 알고 있다. 우리 모두가 값싼 물건에 중독되어 있음을
How did they build the ISS? (International Space Station)
2023 한국 부자 보고서 by KB 경영연구소
자산 20억 넘는 부자 46만명…“내년 예적금·주식 투자 확대”
(보너스: Epoch vs Iteration via @levikul09)

[B급 프로그래머] 12월 4주 소식(빅데이터/인공지능, 하드웨어, 읽을거리 부문)

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