LLM News and Articles
| Monday, 2024-07-29 | ||||
| 10:23 | A Simple Complex Rag Architecture https://medium.com/@gaurav021201/a-simple-complex-rag-architecture-c672b74163db | |||
| 10:11 | Beyond Menus and Buttons: Reimagining UX with Generative AI https://bmallick.medium.com/beyond-menus-and-buttons-reimagining-ux-with-generative-ai-a8461e6c2552 | |||
| 09:49 | Fundamentals of LLMs https://rohan-sardar.medium.com/fundamentals-of-llms-b7565fb6da33 | |||
| 09:39 | Fine-Tune Llama 3.1 Ultra-Efficiently with Unsloth https://towardsdatascience.com/fine-tune-llama-3-1-ultra-efficiently-with-unsloth-7196c7165bab | |||
| 09:34 | "So what if ChatGPT wrote it?" Perspectives on generative conversational AI https://www.sciencedirect.com/science/article/pii/S0268401223000233 | |||
| 09:31 | LLM Explorer huge update https://www.reddit.com/r/llm_updated/comments/1eev9d0/llm_explorer_huge_update/ | |||
| 09:28 | [AI & Algorithmic Trading] Revolutionizing Algorithmic Trading: Harnessing LLMs for Enhanced… https://medium.com/@pta.forwork/ai-algorithmic-trading-revolutionizing-algorithmic-trading-harnessing-llms-for-enhanced-86847999b5d3 | |||
| 09:02 | OpenAI Text-to-Speech : Bridging Language Barriers with Versatile Voice Solutions https://blog.gopenai.com/openai-text-to-speech-bridging-language-barriers-with-versatile-voice-solutions-c1bb84a1679d | |||
| 08:38 | Watermarking Generative AI: Ensuring Ownership and Transparency https://medium.com/@raphael.vienne_69896/watermarking-generative-ai-ensuring-ownership-and-transparency-6275942d14a0 | |||
| 08:37 | Writing AI Agent with Rust from Scratch, Deploying to Edge with WebAssembly — OS Week 1 https://medium.com/@dtunai/writing-ai-agent-with-rust-from-scratch-deploying-to-edge-with-webassembly-os-week-1-bc0825b6303b | |||
| 08:37 | Writing AI Agent with Rust from Scratch, Deploying to Edge with WebAssembly — OS Week 1 https://itnext.io/writing-ai-agent-with-rust-from-scratch-deploying-to-edge-with-webassembly-os-week-1-bc0825b6303b | |||
| 08:30 | Ollama: The Best Solution for Creating Your Own Custom AI on Your Laptop, and It’s Open Source https://medium.com/@pray.arsian24/ollama-the-best-solution-for-creating-your-own-custom-ai-on-your-laptop-and-its-open-source-be5d10a28fa5 | |||
| 08:11 | Forward Propagation: The Mathematical Foundations of Neural Networks and Their role in Large… https://medium.com/@007jayeshyadav/forward-propagation-neural-network-predictions-and-how-it-is-connected-to-large-language-models-48f9dc36253a | |||
| 07:31 | Beyond Real: Exploring Synthetic Text Data with LLM https://medium.com/@payush29874/beyond-real-exploring-synthetic-text-data-with-llm-a207e6fe64be | |||
| 07:24 | Generative AI Application Threats and Security: A Comprehensive Guide https://medium.com/@jinglemind.dev/generative-ai-application-threats-and-security-a-comprehensive-guide-e6993e97aae2 | |||
| 07:17 | RAG: Retrieval-Augmented Generation https://medium.com/@cerencaglaozturk/rag-retrieval-augmented-generation-5f41ef90a546 | |||
| 07:10 | SpreadsheetLLM: Optimizing LLM Performance when Dealing with Spreadsheets https://medium.com/@AhmedF/spreadsheetllm-optimizing-llm-performance-when-dealing-with-spreadsheets-4fa827a9dd3d | |||
| 06:42 | QA System Design with LLMs: Prompt Engineering https://admantium.medium.com/qa-system-design-with-llms-prompt-engineering-bd7eda0ae74d | |||
| 06:38 | Building LionGuard, a Contextualised Moderation Classifier to Tackle Local Unsafe Content https://medium.com/dsaid-govtech/building-lionguard-a-contextualised-moderation-classifier-to-tackle-local-unsafe-content-8f68c8f13179 | |||
| 06:30 | My Internship Experience at NLB’s Data Office https://medium.com/@nlb.dataoffice/my-internship-experience-at-nlbs-data-office-4f84bae75513 | |||
| 06:01 | Pre-Training and Fine-Tuning Large Language Models for Recommender Systems: An Overview of… https://medium.com/@jelkhoury880/pre-training-and-fine-tuning-large-language-models-for-recommender-systems-an-overview-of-b38d8b07c114 | |||
| 06:00 | Kickstart Your Research: Instantly Generate Synthetic Text Data with Llama 3.1 https://medium.com/@infin94/kickstart-your-research-instantly-generate-synthetic-text-data-with-llama-3-1-56eaee6fbf48 | |||
| 05:44 | Fine-Tuning vs RAG (Part-1) https://medium.com/@siddheshraw/fine-tuning-vs-rag-part-1-389554dd1f64 | |||
| 05:41 | How to use LLMs to Create Presentation Slides: GenSlide — A Step-by-step Guide https://medium.com/@mehdi.mka/how-to-use-llms-to-create-presentation-slides-genslide-a-step-by-step-guide-31f7588ffb5e | |||
| 05:27 | How To Build Hierarchical Multi-Agent Systems? https://medium.com/aiguys/how-to-build-hierarchical-multi-agent-systems-dc26b19201d2 | |||
| 05:24 | Ideas for an English Language Learning Study Plan https://medium.com/@emilycstepro/ideas-for-an-english-language-learning-study-plan-ff7dd0c80baa | |||
| 04:26 | Why does AI (LLM) model’s quality degrades when converting from bfloat16 to float16 https://mlapi.medium.com/why-does-ai-llm-models-quality-degrades-when-converting-from-bfloat16-to-float16-360babbe3d1f | |||
| 04:15 | Text-to-SQL Implementation for Legacy Databases Using LLM and MongoDB Atlas Vector Search with a… https://medium.com/@abhiemin/text-to-sql-implementation-for-legacy-databases-using-llm-and-mongodb-atlas-vector-search-with-a-717fef68e279 | |||
| 03:43 | Multi-way retrieval evaluations based on the Infinity database https://medium.com/@infiniflowai/multi-way-retrieval-evaluations-based-on-the-infinity-database-c3f06cafcf2e | |||
| 02:53 | How This Brain Implant Is Using ChatGPT https://www.cnet.com/tech/computing/how-this-brain-implant-is-using-chatgpt/ | |||
| 02:10 | Is the dream of free, accessible AI finally within reach? https://medium.com/@jairorodriguezgarza/is-the-dream-of-free-accessible-ai-finally-within-reach-16e5fbba88bb | |||
| 01:57 | Story telling using Generative AI https://medium.com/@dhimiter.qendri/story-telling-using-generative-ai-5fb7432cb3cd | |||
| 01:30 | How Multiagent LLMs Can Power Superapps https://medium.com/@mediarunday.ai/how-multiagent-llms-can-power-superapps-828d40789347 | |||
| 01:20 | AutoMeta RAG : Enhancing Data Retrieval with Dynamic Metadata-Driven RAG Framework https://thinkinbytes.medium.com/autometa-rag-enhancing-data-retrieval-with-dynamic-metadata-driven-rag-framework-6ace339fda75 | |||
| 01:19 | AI Files My Property Tax Appeal https://medium.com/@DongmiaoDanielleCui/ai-files-my-property-tax-appeal-2709d6c38c64 | |||
| 01:18 | What are Multi Modal LLM’s? https://gafowler.medium.com/what-are-multi-modal-llms-e2d912f8217a | |||
| 00:33 | Why GPT-4o Mini Outperforms Claude 3.5 Sonnet on LMSys? https://www.marktechpost.com/2024/07/28/why-gpt-4o-mini-outperforms-claude-3-5-sonnet-on-lmsys/ | |||
| 00:00 | GenSQL: Integrating Probabilistic Programming with SQL https://medium.com/@zbabar/gensql-integrating-probabilistic-programming-with-sql-3280bc7f6fd6 | |||
| 00:00 | Serverless Inference with Hugging Face and NVIDIA NIMs https://huggingface.co/blog/inference-dgx-cloud | |||
| Sunday, 2024-07-28 | ||||
| 23:49 | Sam Altman-Backed Group Completes Largest US Study on Basic Income https://www.bloomberg.com/news/articles/2024-07-22/ubi-study-backed-by-openai-s-sam-altman-bolsters-support-for-basic-income | |||
| 23:42 | LLM Alignments [Part 8: SimPO] https://medium.com/@yianyao1994/llm-alignments-part-8-simpo-be2f8c35c06c | |||
| 22:20 | LLM, Hybrid Search and Job Recommendation https://ai.gopubby.com/llm-hybrid-search-and-job-recommendation-b38729c141d7 | |||
| 22:16 | Leveraging a High Level approach to Mixture of Experts (MoE) Architecture for Localized AI with… https://alberto98fx.medium.com/leveraging-a-high-level-approach-to-mixture-of-experts-moe-architecture-for-localized-ai-with-0e4d06bf4e38 | |||
| 21:52 | Get started with LLMs (Large Language Models) https://maikpaixao.medium.com/get-started-with-llms-large-language-models-7dc9a8ecd197 | |||
| 21:39 | ChatGPT turns every user into a power user https://billmei.net/blog/chatgpt-power-user | |||
| 20:44 | X created Iron Man’s JARVIS and it’s named “/Grok” https://medium.com/@Canilho/x-created-iron-mans-jarvis-and-it-s-named-grok-534481515f54 | |||
| 20:37 | Integrating Hugging Face Models into Flowise Applications: A Comprehensive Guide https://medium.com/@techlatest.net/integrating-hugging-face-models-into-flowise-applications-a-comprehensive-guide-9d182dc1bd49 | |||
| 20:17 | AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents https://blog.allenai.org/appworld-a-controllable-world-of-apps-and-people-for-benchmarking-interactive-coding-agents-37517dd9d498 | |||
| 20:02 | Poor Man’s AGI: Reverse Engineering Large Language Models https://pkr-peasy.medium.com/reverse-engineering-large-language-models-a-systematic-approach-fc2bf6d4a7e8 | |||
| 19:43 | Fine Tuning LLM using MLX on MacBook https://medium.com/@shanoor2015/fine-tuning-llm-using-mlx-on-macbook-143c0aeb3d5e | |||
| 19:13 | Faulty Nvidia H100 GPUs and HBM3 memory caused failures during Llama 3 training https://www.tomshardware.com/tech-industry/artificial-intelligence/faulty-nvidia-h100-gpus-and-hbm3-memory-caused-half-of-the-failures-during-llama-3-training-one-failure-every-three-hours-for-metas-16384-gpu-training-cluster | |||
| 19:09 | LLMs Hallucinations // is it fixable, how? https://sbagency.medium.com/llms-hallucinations-is-it-fixable-how-7b6746705dbc | |||
| 18:59 | Show HN: Run Llama 3.1 8B in the browser https://app.wiz.chat | |||
| 18:54 | Model Collapse: A threat to AGI https://medium.com/@ayushphukan.nmims/model-collapse-a-threat-to-agi-88aa4689dae9 | |||
| 18:42 | Enhancing RAG with Large Datasets: 11 Strategies for Better Pattern Detection and Contextual… https://medium.com/@ahmedbehairy/enhancing-rag-with-large-datasets-11-strategies-for-better-pattern-detection-and-contextual-011bfd09e6d5 | |||
| 18:35 | Advanced PDF RAG https://aint-that-easy.medium.com/aint-that-easy-5-rag-for-pdf-excel-and-web-9282c910a467 | |||
| 18:29 | 10 use case diagrams to help you understand the potential of integrating RAG, LangChain and LLMs… https://medium.com/@ganeshkdavanagere/10-use-case-diagrams-to-help-you-understand-the-potential-of-integrating-rag-langchain-and-llms-72e2481c7ece | |||
| 18:02 | Mistral Large 2 Takes the Lead https://medium.com/@edmond.po/mistral-large-2-takes-the-lead-surpassing-llama-3-1-with-123b-parameters-88ed3a666e6d | |||
| 17:53 | Behind the Magic: Training Large Language Models from Data Collection to RLHF https://medium.com/@vishnusathvik100/behind-the-magic-training-large-language-models-from-data-collection-to-rlhf-ab351bf9c99c | |||
| 17:42 | Understanding the Reality of AI: Separating Hype from Functionality. (written by AI for AI) https://medium.com/@kalotrapezis/understanding-the-reality-of-ai-separating-hype-from-functionality-written-by-ai-for-ai-6c4d417df8ab | |||
| 17:41 | The Secret Sauce of Affordable AI https://medium.com/@adelbasli/the-secret-sauce-of-affordable-ai-1b0aa5a2b2d4 | |||
| 17:14 | Implementing Retrieval-Augmented Generation (RAG) with Large Language Models using Jupyter, Hugging… https://medium.com/@adhimulamlalith22/implementing-retrieval-augmented-generation-rag-with-large-language-models-using-jupyter-hugging-d50ed11f3819 | |||
| 17:03 | LLaMA 3. 1: Meta’s Latest Leap in Language Modeling https://medium.com/@samir20/llama-3-1-metas-latest-leap-in-language-modeling-04998b5a5332 | |||
| 16:25 | An Introduction to BingX: A Social Crypto Exchange https://medium.com/@bingx./an-introduction-to-bingx-a-social-crypto-exchange-4232f40a6f10 | |||
| 16:18 | Customizing Knowledge Graph Generation and Querying for Improved Response https://ai.gopubby.com/customizing-knowledge-graph-generation-and-querying-for-improved-response-ef2e269f4395 | |||
| 16:16 | How to Reduce Hallucinations in Large Language Models https://medium.com/@dnikitan97/how-to-reduce-hallucinations-in-large-language-models-a37337d65179 | |||
| 16:10 | From Keywords to Understanding: The Evolution of Search — Part 1 https://medium.com/@ganeshkannappan/from-keywords-to-understanding-the-evolution-of-search-part-1-927517ce9186 | |||
| 15:57 | Did Steve Jobs Really Attend Stanford? https://bundleiq.medium.com/did-steve-jobs-really-attend-stanford-1af4f0eaaba1 | |||
| 15:53 | Dive into LLM-based application development: Automating code development -Part 2 https://rahulveettil.medium.com/dive-into-llm-based-application-development-automating-code-development-part-2-e4abeb181053 | |||
| 15:34 | Large Language Models (LLMs) Interview Questions https://linuso77.medium.com/large-language-models-llms-interview-questions-90877ee3896b | |||
| 15:29 | Dive into LLM-based application development: Learn to use LLM models-Part 1 https://rahulveettil.medium.com/dive-into-llm-based-application-development-learn-to-use-llm-models-part-1-79152353f350 | |||
| 15:08 | Comparing Small and Large Language Models https://medium.com/@sundar.g.ramamurthy/comparing-small-and-large-language-models-85bb144d6c4e | |||
| 14:11 | From Text to Knowledge Graph https://medium.com/@jerome.o.diaz/from-text-to-knowledge-graph-73d872191b3f | |||
| 14:09 | Complete Guide to Running Ollama’s Large Language Model (LLM) Locally — Part 1 https://medium.com/@tubelwj/complete-guide-to-running-ollamas-large-language-model-llm-locally-part-1-97f936da4eb0 | |||
| 14:07 | Enhancing AI Performance with Prompt Optimization: Techniques and Tools Explained https://blog.gopenai.com/enhancing-ai-performance-with-prompt-optimization-techniques-and-tools-explained-3201908c696b | |||
| 13:57 | Building Your Own LLM — HindiGPT https://medium.com/@bijit211987/building-your-own-llm-hindigpt-c3bf71716077 | |||
| 13:45 | Tokenization & Byte-Pair Encoding https://medium.com/@himankvjain/tokenization-byte-pair-encoding-8f92f5d7d86b | |||
| 13:40 | What are LLM models in Artificial intelligence? https://medium.com/@jyotibaabhishek/what-are-llm-models-in-artificial-intelligence-f2c6910314ed | |||
| 13:28 | AI startup Anthropic accused of 'egregious' data scraping https://www.ft.com/content/07611b74-3d69-4579-9089-f2fc2af61baa | |||
| 13:19 | Mastering Text Generation: Unveiling the Secrets of Decoding Strategies in Large Language Models https://medium.com/@himankvjain/mastering-text-generation-unveiling-the-secrets-of-decoding-strategies-in-large-language-models-e89f91b9b7f1 | |||
| 13:18 | Optimisation Strategies to Speed up Transformers https://medium.com/@himankvjain/optimisation-strategies-to-speed-up-transformers-4d90550e3c49 | |||
| 13:13 | Why Decoder-only Transformers? https://medium.com/@himankvjain/why-decoder-only-transformers-fc60ee77959b | |||
| 13:12 | MORA: A High Rank PEFT Approach for Fine-Tuning https://medium.com/@himankvjain/mora-a-high-rank-peft-approach-for-fine-tuning-3f769462f229 | |||
| 13:10 | RAG & GraphRAG https://medium.com/@himankvjain/rag-graphrag-a52e13701283 | |||
| 13:10 | Hello World to OpenAI GPT-4o mini https://billtcheng2013.medium.com/hello-world-to-openai-gpt-4o-mini-c6fc1ecad199 | |||
| 12:48 | Meet the First AI Agent That Discovered a New Planet https://medium.com/@alonpluda3/meet-the-first-ai-agent-that-discovered-a-new-planet-d866edbcbc50 | |||
| 12:48 | How I bypass Safegurads of meta AI (Llama) https://medium.com/@jeetpal2007/how-i-bypass-safegurads-of-meta-ai-llama-d735b521da2b | |||
| 12:40 | Why Your AI Assistant Is Smarter Than You Think? https://medium.com/@samadpls/why-your-ai-assistant-is-smarter-than-you-think-f22898b03d57 | |||
| 12:36 | TRY Llama 3.1 Locally & Online https://medium.com/@sudarshan-koirala/try-llama-3-1-locally-online-49f8a6cf0f23 | |||
| 12:26 | Diving Deep into LLM Operations: Sync and Async Invokes, Streams, and Batches https://medium.com/@kaviyadharishini21/diving-deep-into-llm-operations-sync-and-async-invokes-streams-and-batches-eaacda0c5c30 | |||
| 12:17 | STORM: Stanford’s Revolutionary Research Tool Harnessing the Power of Agents and Agentic Workflows https://medium.com/@LakshmiNarayana_U/storm-stanfords-revolutionary-research-tool-harnessing-the-power-of-agents-and-agentic-workflows-a2fa0e1a7fe3 | |||
| 12:17 | Have you heard about the recent developments in the tech world? https://medium.com/@samadpls/have-you-heard-about-the-recent-developments-in-the-tech-world-60eb3cd78bcc | |||
| 12:09 | How to Run Llama 3 405B on Home Devices? Build AI Cluster https://b4rtaz.medium.com/how-to-run-llama-3-405b-on-home-devices-build-ai-cluster-ad0d5ad3473b | |||
| 12:00 | Gen AI Glossary https://medium.com/@rajashree.rajadhyax/gen-ai-glossary-b935a4bb8a51 | |||
| 11:32 | PyTorch 2.4 to Speed Up AI Tasks Support for Intel GPUs https://medium.com/@agarapuramesh/pytorch-2-4-to-speed-up-ai-tasks-support-for-intel-gpus-1408a23ca5f0 | |||
| 11:25 | LLM Cache: The Secret Weapon You’re Overlooking https://mrmaheshrajput.medium.com/llm-cache-the-secret-weapon-youre-overlooking-a26b6ddab7cc | |||
| 11:08 | Enhancing RAG with Multiple Retrievers, ChromaDB, and WizardCoder https://medium.com/@prabhattodi/enhancing-rag-with-multiple-retrievers-chromadb-and-wizardcoder-04f3e35a2764 | |||
| 11:00 | This AI Paper from China Introduces KV-Cache Optimization Techniques for Efficient Large Language Model Inference https://www.marktechpost.com/2024/07/28/this-ai-paper-from-china-introduces-kv-cache-optimization-techniques-for-efficient-large-language-model-inference/ | |||
| 10:46 | On a PRD for an AI Personal Assistant https://medium.com/@taylorwpresley/on-a-prd-for-an-ai-personal-assistant-d927c274d25f | |||
| 10:42 | Introducing DocuBot: Your AI-Powered PDF Chat Companion https://msaqib-genai.medium.com/introducing-docubot-your-ai-powered-pdf-chat-companion-037c3a680250 | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803