LLM News and Articles

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Tuesday, 2024-08-13
12:37Harness LLM Output-parsers for a Structured Ai
12:35Brief Review — GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
12:34Use AI Agents to improve and plan your sport skills with CrewAI
12:29NLP Pipeline: Simple Guide
12:09Dialogue with Claude 11 — Global Optimization and Self-Preservation
11:14Unlocking Innovation: How JSR Leverages Generative AI for Deeper Data Insights
11:01Introducing Box Llama-Index Reader
10:42Rag Vs Graph Rag + Llama 3.1
10:33Comparing LLMs and SLMs: 2024’s Language Model Showdown
09:54Auto-DS (I): The Data Interpreter
09:49Create Your Own Personal Chatbot — Introduction
09:44Fine-Tuning LLaVA-OneVision: Customizing Your Model for Better Performance
09:44Mixtures of Experts and scaling laws
08:32Unmasking Generative AI: Understanding Explainability Techniques
08:32Critical Vulnerabilities in AI Models: Prompt Injection, Contextual Elevation, Training Data…
07:58How to Leverage Generative AI to Enhance Your Job Security and Create New Opportunities.
07:43Web LLM : Keamanan dan Kerentanannya
07:38Optimizing Chunking Strategies for Retrieval-Augmented Generation (RAG) Applications with Python…
07:28MBRS: A Python Library for Minimum Bayes Risk (MBR) Decoding
07:19Real-Time Environmental Monitoring with AI Superpowers
07:17Exploring the potential of Small Language Models
07:08AI & LLMs — For the Circular Economy
06:33Returning structured data from LLMs
06:17Admissions Open for BA LLB+RJS, LLB+RJS, and LLM+RJS at Rajasthali Law Institute
06:17Using Aider AI for code generation
06:14How LLM Chains Are Transforming AI Development
05:47Challenges for Emotion Detection in Low-Resource Languages
05:40How Generative AI is Transforming Mental Health Care
05:24Paper Overview~ Gemma: Open Models Based on Gemini Research and Technology
05:09Researchers at FPT Software AI Center Introduce XMainframe: A State-of-the-Art Large Language Model (LLM) Specialized for Mainframe Modernization to Address the 0B Legacy Code Modernization
05:02Boost your RAG : How a Simple Trick Makes It Handle Complex Tables and Charts Accurately
04:58Leveraging In-Context Learning — Achieving Long Contexts for Enhanced LLM Performance
04:51LLM Writing in Academic Papers is on the rise
04:47HybridRAG: A Hybrid AI System Formed by Integrating Knowledge Graphs and Vector Retrieval Augmented Generation Outperforming both Individually
04:41React Prompting technique:
04:36100 Days of Generative AI — Day 6 — What is a Vector Database?
04:22Unraveling RAG: A non-exhaustive brief to get started — Part 1
03:53Show HN: Demo App for PLaMo-100B – A New Japan's 100B Parameter Language Model
03:40When AI Speaks: OpenAI’s GPT-4o and the Unintended Voice Doppelgängers
03:35A Hybrid RAG System with Optimizations for Complex Reasoning
03:09CryptoRoast — A Whole New Experience of Disrupting Cryptocurrency Asset Analysis
02:45Cosine’s Genie: The Future of AI Coding Assistants
02:34Exploring Multi-Agent Large Language Models: A Collaborative Approach to AI
02:25A Filosofia dos Homens Digitais
02:02Why is Perplexity a preferred option as a search engine?
02:00Fine-Tuning LLAMA 3 Model for Relation Extraction Using UBIAI Data
00:46Staying Connected: With Humans or AI Companions?
00:27Integrating Knowledge Graphs into the RAG Stack in 2024
00:03Enhancing RAG Performance with DSPy
00:00Introduction to ggml
Monday, 2024-08-12
23:25Applied Computational AI: Model, Software, Hardware @ Stanford University Summer ‘24
22:54HOW TO: A Guide to AWS PartyRock
22:386 Rules to Make You a Better Prompter
22:33Understanding LLMOps: How to Build a Workflow for Large Language Models
21:47What to Study if you Want to Master LLMs
21:44[EN] The Fear of Innovation: A Real Case About Resistance to the Use of AI (Polemic)
21:36Piecing together the epic of Gilgamesh with NLP
21:33[PT-BR] O Medo da Inovação: Um Caso Real Sobre a Resistência ao Uso de IA (Polemica)
21:29GenAI — Transforming Natural Language Questions into SQL Queries for CSV/Excel Data
21:05AI Agents in Action: Boosting Revenue for Startups through Strategic Implementation
20:57Llama Coder: Open-Source Revolutionary AI Code Generation
20:51AI Has Already Peaked
19:56Certified Prompt Engineering Expert (CPEE)™
19:47Accelerating Scientific Discovery: An AI-Powered Research Paper Analysis Tool
19:46Weather-Aware AI: Revolutionizing Construction Scheduling with Machine Learning and LLMs
19:43An in-depth pipeline to help reduce air pollution using knowledge graphs, Llama 2 and Neo4j
19:41Revolutionizing VLU: The Mirasol3B Multimodal Autoregressive Model for Synchronized and…
19:33Optimizing Transformer Efficiency with Mixture-of-Depths: Dynamic Compute Allocation for Enhanced…
19:00Concept of Mixtures: MOE vs MOT
18:36GenAI Squared: A Deeper Dive into the Future of LLM-Powered Products
18:27Multimodality in LLMs: 7 Powerful Must-Know Multimodal LLMs
18:02Build a Private Retrieval-Augmented Generation (RAG) App
17:52Microsoft GraphRAG with an RDF Knowledge Graph — Part 1
17:45LLM Finetuning — An inside story (part 2)
17:43LLM Finetuning — An Inside Story (Part 1)
17:40NACL: A Robust KV Cache Eviction Framework for Efficient Long-Text Processing in LLMs
17:09Metaphone: A Quick and Efficient Method for Fuzzy Name Matching
16:38Human Sense Ads: Transforming Ad Engagement with Advanced Human Detection
16:33AI in Chess versus Human Chess
16:14Building an Enterprise Generative AI Application: Key Components and Considerations
15:57Building a User Insights-Gathering Tool for Product Managers from Scratch
15:23Build a RAG-based scientific ChatBot with LangChain, Streamlit & PubMed — Part 3 (create vector…
15:20How to Build a No-Code Chatbot with GPT-4 and Zapier
15:16Breaking Down Data: All about Chunking
15:16AUTODEM: Bridging Citizens and Elected Officials in a Modern Democracy
15:03Interactive Prompting: Dynamic Exchange with AI
14:59The sparse advantage in MoE
14:56OWASP Top Ten Large Language Model Vulnerabilities, Part 5
14:52OpenAI is worried that ChatGPT-4o users are developing feelings for the chatbot
14:48LLM-Powered Parsing and Analysis of Semi-Structured & Structured Documents
14:23Entity Linking and Relationship Extraction With Relik in LlamaIndex
14:22Understanding Large Language Model Distillers (LLMDs): Revolutionizing Natural Language Processing
14:02Introducing SmartCache: Revolutionizing Semantic Caching for Large Language Models
13:22Cops vs Counterfeiters principle: GANs, the Art of Deception
13:02Thin vs. Thick Wrappers in AI: Understanding the Trade-offs as a Product Manager
12:355 AI apps that can help you to be productive.
12:34Meet PromptPoet: The New Prompt Engineering Framework that Everyone is Talking About
12:24The Role of LLMs in Enhancing Customer Experience in Digital Banking
12:23A Comparative Analysis of Open-Source Large Language Models: Evolution, Performance, and Impact on…
12:11From Marketer to AI Engineer? My Journey Building My First LLM App
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803