AI, Quant 투자 공부

Language Modeling Is Compression Building RAG-based LLM Applications for Production (Part 1) Building RAG-based LLM Applications for Production (Part 1) In this guide, we will learn how to develop and productionize a retrieval augmented generation (RAG) based LLM application, with a focus on scale, evaluation and routing. www.anyscale.com 10 Ways to Improve the Performance of Retrieval Augmented..

Textbooks Are All You Need Textbooks Are All You Need II: phi-1.5 technical report Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding

FLM-101B: An Open LLM and How to Train It with $100K Budget Understading Hallucinations in Ai: A Comprehensive Guide Understanding Hallucinations in AI: A Comprehensive Guide | Pinecone Explore the intriguing world of hallucinations in AI language models in our comprehensive guide. Uncover the causes, implications, and future trends in AI hallucinations, shedding light on this uncharted frontier..

The Economics of Large Language Models

Full Stack Optimization of Transformer Inference: a Survey How long Can Open-Source LLMs Truly Promise on Context Length? How Long Can Open-Source LLMs Truly Promise on Context Length? | LMSYS Org In this blogpost, we introduce our latest series of chatbot models, LongChat-7B and LongChat-13B, featuring a new level of extended context length up to 1... lmsys.org EFFICIENTLY SCALING TRANSFORMER I..

How continuous batching enables 23x throughput in LLM inference while reducing p50 latency Achieve 23x LLM Inference Throughput & Reduce p50 Latency In this blog, we discuss continuous batching, a critical systems-level optimization that improves both throughput and latency under load for LLMs. www.anyscale.com Why GPT-3.5 is (mostly) cheaper than Llama2 Why GPT-3.5 is (mostly) cheaper than Llam..

딥러닝 병렬처리 및 Polyglot 언어모델 - 고현웅 https://aifactory.space/task/2416/data 인공지능팩토리 인공지능 실습 교육부터 AI 경진대회 상금 획득까지! 지금 바로 인공지능팩토리로 오세요! aifactory.space

Why GPT-3.5 is (mostly) cheaper than Llama2 Why GPT-3.5 is (mostly) cheaper than Llama 2 Llama-2 is more expensive than you'd think. In this post, we explore why it's often more expensive than gpt-3.5-turbo. www.cursor.so Lost in the Middle: How Language Models Use Long Contexts Lost in the Middle: How Language Models Use Long Contexts While recent language models have the ability to take long c..

Exploring Chroma: The Open Source Vector Database for LLMs Exploring Chroma: The Open Source Vector Database for LLMs Chroma is the open-source embedding database that makes it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs. Find out here how it works. thenewstack.io Meta’s Llama 2 Is Not Open Source and That’s OK Meta's Llama 2 Is Not Open Source and That's OK ..

1. Aligning Large Language Models with Human: A Survey 2.