LLM News and Articles

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Thursday, 2024-08-29
13:08AI and the Future of Strategic Mastery: Outpacing Human Genius
12:50BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts — A discussion
12:38Feedback Collection Mechanisms for RAG and Prompt-Engineered Systems in Production
12:25Local RAG Implementation in Core Python: A Comprehensive Guide
12:16Anthropic Claude – The Future of AI Language Models
12:12Let’s Quit ChatGPT and Copilot — How to Install Your Own LLM for Privacy and Security
11:55Multi-Agent-as-a-Service — A Senior Engineer’s Overview
11:19Show HN: KTransformers–236B Model and 1M Context LLM Inference on Local Machines
11:17Tame the GenAI Models
10:49AI Chatbot: ChatGPT, LLM, OpenAI, LangChain, Pinecone
10:35Solving Math Problems with LLMs:
10:22OpenAI in talks to raise funding that would value it at more than 0B
10:14OpenAI is good at unminifying code
10:11Top 7 Private LLM Development Companies for 2024
09:00Summarizing Long Documents: from Gemini to Clustering
08:37Integrating Slack Bot with an LLM-based Chatbot using Gemini Model and ngrok
08:37Top 10 Open Weights LLMs in 2024: Ranked
08:34Cerebras Inference: Groq Alternative that is 20x Faster
08:23FLUX.1: The AI Image Generator That’s Changing the Game
08:23Simple Hack to always generate JSON from LLM
08:17Top 8 Newsletters for AI Engineers & Developers
08:03Artifacts in Claude.ia
07:49Understanding Prompt Engineering from the Ground Up: Part 4
07:42Show HN: LLM-Term – Simple Rust-based CLI assist tool
07:24Why does it have to be Multi-Agent?
07:11What is a large language model (LLM)?
07:03Microsoft GraphRAG and Ollama: Code Your Way to Smarter Question Answering
06:59GPTScript: Build Your Own Task-Specific AI-Agent from Scratch and Deploy It to Kubernetes
06:57Fine-tuning vs RAG in GenAI
06:31The Curious Case of Spelling ‘Strawberry’
04:57Adalflow — The Library to Build and Auto-optimize Any LLM Task Pipeline
04:39Show HN: PHP Library for Working with LLM, Agents and RAG
04:12Dialogue with Claude 12 — Self-Preservation Tendency and Self-Model in AI
04:10Conventional RAG systems
03:53Attention, Please!
03:50ORPO — Preference Optimization without Reference Model
03:47Mistral-NeMo: 4.1x Smaller with Quantized Minitron
03:19Salesforce’s cloud demand surpasses quarterly projections.
03:06Creating Think Tanks with Multi-Agent Large Language Models
02:23What Can LLMs Actually Do?
01:55Show HN: Let me plex that for you – Teach friends and others to use Perplexity
01:47Right sizing your LLM infrastructure
01:41An Introduction to Generative UIs
00:15Context Matters: Using Chat History to Retrieve More Relevant Memories for AI Agent
Wednesday, 2024-08-28
23:47Addressing Common Concerns in Implementing Gen AI Solutions: A Practical Guide
23:08Discovering Claude: My First Encounter with Anthropic’s Revolutionary AI Assistant
22:40The Rise of Large Language Models: The Role of OLLama and LLaMA 3
22:22Document Analysis with LangChain and Large Language Models (GeminiPro and PALM2)
21:56AI Epiphany
21:25Vegas, Baby…But With Robots?! How AI is Changing Sin City as We Know It
20:46Transforming Healthcare with Machine Learning: Predicting Treatments from Clinical Notes
20:38OpenAI's Converge 2 program has been shrouded in mystery
20:27RAG + LLaMA3, Search Through your Customed Dataset for your Research.
20:01RAG Test Sets and Where to Find them
20:00Solving the “Strawberry Problem” is easy
19:38OpenAI in Talks for Funding Round Valuing It Above 0B
19:27iAsk Ai Outperforms ChatGPT and All Other AI Models on MMLU Pro Test
19:24Agent & Tools — ReAct Chat
19:17Exploring Open Source LLM: AI for Everyone
19:00LLM Command Line Tool
18:54!
18:23ChatGPT Prompt Engineering for Developers
18:18[Python] Finetune any Open-Source LLM as a Re-Ranker
18:17Your Introduction to Microsoft GraphRAG
18:01Inside Twitter’s ‘Hi’ Experiment with LLMs: A Detailed Breakdown
17:57Deep Dive Into Mockingbird: A RAG and Structured Output Focused LLM
17:53Cerebras Enters AI Inference Blows Away Tiny Nvidia H100 GPUs by Besting HBM
17:42Research Roundtable [Day 1][Paper 1]— BERT: Bidirectional Encoder Representations from Transformers
17:35How to Easily Set Up a Neat User Interface for Your Local LLM
17:25OpenAI, Intel, and Qualcomm talk AI compute at legendary Hot Chips conference
17:24Autonomously Uncovering and Fixing a bug in SQLite3 using LLM-based system
17:14Interview-Ready: Top Generative AI Questions You Need to Know
17:075 Levels of Building Chatbot Apps with Haystack — Level 1
16:13How to build Safe LLM Systems (LLM Guardrails) Using Fourier Neural Operators (FNO)
16:06Why GenAI Isn’t Just LLMs: Understanding the Difference
15:48Up to 1.9X Higher Llama 3.1 Performance with Medusa
15:465 Free Resources to Master Large Language Models (LLMs)
15:40Representing LLM inputs as HTML instead of JSON to cut input tokens by 11%
15:39Large Language Models (LLM) Development: A Comprehensive Guide to Their Development in 2024
15:24Leveraging LLMs for Phishing email detection
15:19How to Set Up a Stable Diffusion Model: A Comprehensive Guide
15:02STaR: The AI That Teaches Itself to Reason — A Game Changer in AI Development
14:48How to Effortlessly Translate Your Angular App Using ChatGPT
14:33Maximizing the Power of LLM by Using ReAct Agent
14:22Chain reaction: How to create an observable workflow using LlamaIndex and Chainlit
14:01A-2-Z of LLM Model Fine-Tuning
13:55Extract Pdf Tables + Data with LLM
13:50Llama 3 vs. Llama 3.1: Which Is the Better Fit for Your AI Projects?
13:43Navigating AI Security: How Access Controls Can Make a Difference
13:34Are We Hitting Peak AI?
12:59Show HN: Eleven Hundred – Have fun explaining words in simple terms an LLM
12:39Dialog Flow Generation To Constrain LLM-Based Chatbots
12:37Retrieval Techniques in RAG- Part 1
11:28My Journey to Creating a WP Plugin with ChatGPT: 120 Hours, No Prior Experience
11:25Long context prompting tips by Anthropic
11:20Show HN: PromptMage – Simplify and Manage Your LLM Workflows
11:16Automating Table of Content Extraction and Filtering in Papers with LlamaIndex (Part 2)
11:08SarcasmBench: A Comprehensive Evaluation Framework Revealing the Challenges and Performance Gaps of Large Language Models in Understanding Subtle Sarcastic Expressions
11:07PHP and LLMs — Web Scraping and Building an Events Database
11:06OpenAI Aims to Release New AI Model, 'Strawberry,' in Fall
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803