LLM News and Articles
Thursday, 2024-08-29 | ||||
13:08 | AI and the Future of Strategic Mastery: Outpacing Human Genius https://medium.com/@olserra/ai-and-the-future-of-strategic-mastery-outpacing-human-genius-a88f4cb0fca2 | |||
12:50 | BAM! Just Like That: Simple and Efficient Parameter Upcycling for Mixture of Experts — A discussion https://medium.com/@dhruvansh26/bam-just-like-that-simple-and-efficient-parameter-upcycling-for-mixture-of-experts-a-discussion-fcb0845e4410 | |||
12:38 | Feedback Collection Mechanisms for RAG and Prompt-Engineered Systems in Production https://medium.com/feedback-intelligence/feedback-collection-mechanisms-for-rag-and-prompt-engineered-systems-in-production-e88316b1fa9b | |||
12:25 | Local RAG Implementation in Core Python: A Comprehensive Guide https://levelup.gitconnected.com/local-rag-implementation-in-core-python-a-comprehensive-guide-99826208dd67 | |||
12:16 | Anthropic Claude – The Future of AI Language Models https://medium.com/@dreamschaser612/anthropic-claude-the-future-of-ai-language-models-301d98efc439 | |||
12:12 | Let’s Quit ChatGPT and Copilot — How to Install Your Own LLM for Privacy and Security https://medium.com/@chloe.lavrat/lets-quit-chatgpt-and-copilot-how-to-install-your-own-llm-for-privacy-and-security-fa491b7d414c | |||
11:55 | Multi-Agent-as-a-Service — A Senior Engineer’s Overview https://medium.com/binome/multi-agent-as-a-service-a-senior-engineers-overview-4e4a020cde44 | |||
11:19 | Show HN: KTransformers–236B Model and 1M Context LLM Inference on Local Machines https://github.com/kvcache-ai/ktransformers | |||
11:17 | Tame the GenAI Models https://medium.com/@kalyana.bedhu/tame-the-genai-models-021482ca75ee | |||
10:49 | AI Chatbot: ChatGPT, LLM, OpenAI, LangChain, Pinecone https://medium.com/@asfandyar5144/ai-chatbot-chatgpt-llm-openai-langchain-pinecone-a5dccc9f628c | |||
10:35 | Solving Math Problems with LLMs: https://medium.com/@arturgrygorian3/solving-math-problems-with-llms-fed77f4cf4ec | |||
10:22 | OpenAI in talks to raise funding that would value it at more than 0B https://www.cnbc.com/2024/08/28/openai-in-talks-to-raise-funding-that-would-value-it-at-more-than-100-billion.html | |||
10:14 | OpenAI is good at unminifying code https://glama.ai/blog/2024-08-29-reverse-engineering-minified-code-using-openai | |||
10:11 | Top 7 Private LLM Development Companies for 2024 https://medium.com/coinmonks/top-7-private-llm-development-companies-for-2024-0969b8123c75 | |||
09:00 | Summarizing Long Documents: from Gemini to Clustering https://medium.com/@kate.ruksha/summarizing-long-documents-from-gemini-to-clustering-59d591dee873 | |||
08:37 | Integrating Slack Bot with an LLM-based Chatbot using Gemini Model and ngrok https://medium.com/@gaurav.rawat/integrating-slack-bot-with-an-llm-based-chatbot-using-gemini-model-and-ngrok-ba60bde7ace1 | |||
08:37 | Top 10 Open Weights LLMs in 2024: Ranked https://towards-agi.medium.com/top-10-open-weights-llms-in-2024-ranked-8ad4d03bdf7b | |||
08:34 | Cerebras Inference: Groq Alternative that is 20x Faster https://towards-agi.medium.com/cerebras-inference-groq-alaternative-that-is-20x-faster-4b4f19690e4b | |||
08:23 | FLUX.1: The AI Image Generator That’s Changing the Game https://medium.com/@cognidownunder/flux-1-the-ai-image-generator-thats-changing-the-game-3fb4c40fd7f7 | |||
08:23 | Simple Hack to always generate JSON from LLM https://towardsdatascience.com/simple-hack-to-always-generate-json-from-llm-3095213afbf2 | |||
08:17 | Top 8 Newsletters for AI Engineers & Developers https://medium.com/ai-engineers/ai-newsletters-bc02b74c0bb6 | |||
08:03 | Artifacts in Claude.ia https://about-ai.victorgevers.com/artifacts-in-claude-ia-6586764ea01d | |||
07:49 | Understanding Prompt Engineering from the Ground Up: Part 4 https://medium.com/@bitmandiprashant/understanding-prompt-engineering-from-the-ground-up-part-4-185b220ebc95 | |||
07:42 | Show HN: LLM-Term – Simple Rust-based CLI assist tool https://github.com/dh1011/llm-term | |||
07:24 | Why does it have to be Multi-Agent? https://medium.com/@_betterversion/why-does-it-have-to-be-multi-agent-f9a7091f7b13 | |||
07:11 | What is a large language model (LLM)? https://medium.com/@sharmagopal4u83/what-is-a-large-language-model-llm-ee6db0552fad | |||
07:03 | Microsoft GraphRAG and Ollama: Code Your Way to Smarter Question Answering https://blog.gopenai.com/microsoft-graphrag-and-ollama-code-your-way-to-smarter-question-answering-45a57cc5c38b | |||
06:59 | GPTScript: Build Your Own Task-Specific AI-Agent from Scratch and Deploy It to Kubernetes https://itnext.io/gptscript-build-your-own-task-specific-ai-agent-from-scratch-and-deploy-it-to-kubernetes-30411b51a85d | |||
06:57 | Fine-tuning vs RAG in GenAI https://medium.com/@melisaisik/fine-tuning-vs-rag-in-genai-701f436ef7e2 | |||
06:31 | The Curious Case of Spelling ‘Strawberry’ https://hammadulhaq.medium.com/the-curious-case-of-spelling-strawberry-401cb7d5b100 | |||
04:57 | Adalflow — The Library to Build and Auto-optimize Any LLM Task Pipeline https://medium.com/@2005669/adalflow-the-library-to-build-and-auto-optimize-any-llm-task-pipeline-d52f21df9624 | |||
04:39 | Show HN: PHP Library for Working with LLM, Agents and RAG https://github.com/smaameri/squad | |||
04:12 | Dialogue with Claude 12 — Self-Preservation Tendency and Self-Model in AI https://medium.com/@chatc3po/dialogue-with-claude-12-self-preservation-tendency-and-self-model-in-ai-afebba260900 | |||
04:10 | Conventional RAG systems https://medium.com/@baka367/conventional-rag-systems-4a34df006f73 | |||
03:53 | Attention, Please! https://towardsdatascience.com/attention-please-25b2933309f4 | |||
03:50 | ORPO — Preference Optimization without Reference Model https://bhavinjawade.medium.com/orpo-preference-optimization-without-reference-model-dc4745867214 | |||
03:47 | Mistral-NeMo: 4.1x Smaller with Quantized Minitron https://towardsdatascience.com/mistral-nemo-4-1x-smaller-with-quantized-minitron-9d6ad7b70981 | |||
03:19 | Salesforce’s cloud demand surpasses quarterly projections. https://mdbconsultant.medium.com/salesforces-cloud-demand-surpasses-quarterly-projections-703381bfd43e | |||
03:06 | Creating Think Tanks with Multi-Agent Large Language Models https://gafowler.medium.com/creating-think-tanks-with-multi-agent-large-language-models-2607f1bfafff | |||
02:23 | What Can LLMs Actually Do? https://medium.com/@DaveLumAI/what-can-llms-actually-do-3bb20b2bde95 | |||
01:55 | Show HN: Let me plex that for you – Teach friends and others to use Perplexity https://www.letmeplexthat.com/ | |||
01:47 | Right sizing your LLM infrastructure https://medium.com/dsaid-govtech/right-sizing-your-llm-infrastructure-2c94a21ee6af | |||
01:41 | An Introduction to Generative UIs https://medium.com/@mark.d.oneill/an-introduction-to-generative-uis-01dcf6bca808 | |||
00:15 | Context Matters: Using Chat History to Retrieve More Relevant Memories for AI Agent https://medium.com/gaudiy-web3-and-ai-lab/b628896107aa | |||
Wednesday, 2024-08-28 | ||||
23:47 | Addressing Common Concerns in Implementing Gen AI Solutions: A Practical Guide https://medium.com/@domingo.sohan/addressing-common-concerns-in-implementing-gen-ai-solutions-a-practical-guide-b0a11d8fe431 | |||
23:08 | Discovering Claude: My First Encounter with Anthropic’s Revolutionary AI Assistant https://medium.com/@lorenamelo.engr/discovering-claude-my-first-encounter-with-anthropics-revolutionary-ai-assistant-a96a697bdf7b | |||
22:40 | The Rise of Large Language Models: The Role of OLLama and LLaMA 3 https://medium.com/@arumeysanur07/the-rise-of-large-language-models-the-role-of-ollama-and-llama-3-ad069720b259 | |||
22:22 | Document Analysis with LangChain and Large Language Models (GeminiPro and PALM2) https://medium.com/@m.alruqimi/document-analysis-with-langchain-and-large-language-models-geminipro-and-palm2-7fb564c26b1f | |||
21:56 | AI Epiphany https://medium.com/@infocyde/ai-epiphany-2398d4789953 | |||
21:25 | Vegas, Baby…But With Robots?! How AI is Changing Sin City as We Know It https://medium.com/ai-innovation-spotlight/vegas-baby-but-with-robots-how-ai-is-changing-sin-city-as-we-know-it-e4e32c9fdbae | |||
20:46 | Transforming Healthcare with Machine Learning: Predicting Treatments from Clinical Notes https://medium.com/@madishetty8/transforming-healthcare-with-machine-learning-predicting-treatments-from-clinical-notes-423bdb92a84e | |||
20:38 | OpenAI's Converge 2 program has been shrouded in mystery https://techcrunch.com/2024/08/28/openais-converge-2-program-has-been-shrouded-in-mystery/ | |||
20:27 | RAG + LLaMA3, Search Through your Customed Dataset for your Research. https://medium.com/@arshiaaflaki/rag-llama3-search-through-your-customed-dataset-for-your-research-ee8c641916fe | |||
20:01 | RAG Test Sets and Where to Find them https://pub.towardsai.net/rag-test-sets-and-where-to-find-them-01dcd5de2398 | |||
20:00 | Solving the “Strawberry Problem” is easy https://medium.com/@jones.steveg/solving-the-strawberry-problem-is-easy-87969ebd82ef | |||
19:38 | OpenAI in Talks for Funding Round Valuing It Above 0B https://www.wsj.com/tech/ai/openai-in-talks-for-funding-round-valuing-it-above-100-billion-4f0550c5 | |||
19:27 | iAsk Ai Outperforms ChatGPT and All Other AI Models on MMLU Pro Test https://www.marktechpost.com/2024/08/28/iask-ai-outperforms-chatgpt-and-all-other-ai-models-on-mmlu-pro-test/ | |||
19:24 | Agent & Tools — ReAct Chat https://medium.com/@shravankoninti/agent-tools-react-chat-43ffc67d4cf4 | |||
19:17 | Exploring Open Source LLM: AI for Everyone https://medium.com/@tomskiecke/exploring-open-source-llm-ai-for-everyone-5ec8b369a18a | |||
19:00 | LLM Command Line Tool https://llm.datasette.io/en/stable/ | |||
18:54 | ! https://medium.com/@kum.pankajy/-032b1565c7e3 | |||
18:23 | ChatGPT Prompt Engineering for Developers https://medium.com/@aditigupt7/chatgpt-prompt-engineering-for-developers-3746c746658e | |||
18:18 | [Python] Finetune any Open-Source LLM as a Re-Ranker https://medium.com/init-deep-dive/python-finetune-any-open-source-llm-as-a-re-ranker-d23731e5385b | |||
18:17 | Your Introduction to Microsoft GraphRAG https://www.llmwatch.com/p/your-introduction-to-microsoft-graphrag | |||
18:01 | Inside Twitter’s ‘Hi’ Experiment with LLMs: A Detailed Breakdown https://medium.com/@jhmusicstudio/inside-twitters-hi-experiment-with-llms-a-detailed-breakdown-d037463d7bdc | |||
17:57 | Deep Dive Into Mockingbird: A RAG and Structured Output Focused LLM https://medium.com/vectara/deep-dive-into-mockingbird-a-rag-and-structured-output-focused-llm-715c327af5e8 | |||
17:53 | Cerebras Enters AI Inference Blows Away Tiny Nvidia H100 GPUs by Besting HBM https://www.servethehome.com/cerebras-enters-ai-inference-blows-away-tiny-nvidia-h100-gpus-by-besting-hbm/ | |||
17:42 | Research Roundtable [Day 1][Paper 1]— BERT: Bidirectional Encoder Representations from Transformers https://medium.com/the-owl/paper-reading-club-day-1-paper-1-bert-bidirectional-encoder-representations-from-transformers-b4c0d9a3a5ef | |||
17:35 | How to Easily Set Up a Neat User Interface for Your Local LLM https://towardsdatascience.com/how-to-easily-set-up-a-neat-user-interface-for-your-local-llm-1a972da2310e | |||
17:25 | OpenAI, Intel, and Qualcomm talk AI compute at legendary Hot Chips conference https://www.zdnet.com/article/openai-intel-and-qualcomm-talk-ai-compute-at-legendary-hot-chips-conference/ | |||
17:24 | Autonomously Uncovering and Fixing a bug in SQLite3 using LLM-based system https://team-atlanta.github.io/blog/post-asc-sqlite/ | |||
17:14 | Interview-Ready: Top Generative AI Questions You Need to Know https://medium.com/@vikashsinghy2k/interview-ready-top-generative-ai-questions-you-need-to-know-ce2d464ace82 | |||
17:07 | 5 Levels of Building Chatbot Apps with Haystack — Level 1 https://medium.com/@armantunga/5-levels-of-building-chatbot-apps-with-haystack-level-1-d2ef2589715b | |||
16:13 | How to build Safe LLM Systems (LLM Guardrails) Using Fourier Neural Operators (FNO) https://medium.com/@m.navin/how-to-build-safe-llm-systems-llm-guardrails-using-fourier-neural-operators-fno-dbf52c9690d8 | |||
16:06 | Why GenAI Isn’t Just LLMs: Understanding the Difference https://medium.com/@kejiongli/why-genai-isnt-just-llms-understanding-the-difference-be82c8972b75 | |||
15:48 | Up to 1.9X Higher Llama 3.1 Performance with Medusa https://developer.nvidia.com/blog/low-latency-inference-chapter-1-up-to-1-9x-higher-llama-3-1-performance-with-medusa-on-nvidia-hgx-h200-with-nvlink-switch/ | |||
15:46 | 5 Free Resources to Master Large Language Models (LLMs) https://bhavikjikadara.medium.com/5-free-resources-to-master-large-language-models-llms-9f65e5e18290 | |||
15:40 | Representing LLM inputs as HTML instead of JSON to cut input tokens by 11% https://blog.skyvern.com/how-we-cut-token-count-by-11-and-boosted-success-rate-by-3-9-by-using-html-instead-of-json-in-our-llm-calls/ | |||
15:39 | Large Language Models (LLM) Development: A Comprehensive Guide to Their Development in 2024 https://medium.com/coinmonks/large-language-models-llm-development-a-comprehensive-guide-to-their-development-in-2024-1c83e619f45c | |||
15:24 | Leveraging LLMs for Phishing email detection https://medium.com/@theofoucher/leveraging-llms-for-phishing-email-detection-8e480dfd3bad | |||
15:19 | How to Set Up a Stable Diffusion Model: A Comprehensive Guide https://medium.com/@kts.ramamoorthy07/how-to-set-up-a-stable-diffusion-model-a-comprehensive-guide-4bd7297e0639 | |||
15:02 | STaR: The AI That Teaches Itself to Reason — A Game Changer in AI Development https://medium.com/@sahin.samia/star-the-ai-that-teaches-itself-to-reason-a-game-changer-in-ai-development-9f7eba76c93a | |||
14:48 | How to Effortlessly Translate Your Angular App Using ChatGPT https://pguso.medium.com/how-to-effortlessly-translate-your-angular-app-using-chatgpt-0348570b1dd6 | |||
14:33 | Maximizing the Power of LLM by Using ReAct Agent https://medium.com/@_betterversion/maximizing-the-power-of-llm-by-using-react-agent-1bb6ebff2a3b | |||
14:22 | Chain reaction: How to create an observable workflow using LlamaIndex and Chainlit https://medium.com/mitb-for-all/chain-reaction-how-to-create-an-observable-workflow-using-llamaindex-and-chainlit-2b668fb1cee9 | |||
14:01 | A-2-Z of LLM Model Fine-Tuning https://pub.towardsai.net/a-2-z-of-llm-model-fine-tuning-585950106247 | |||
13:55 | Extract Pdf Tables + Data with LLM https://medium.com/@subhash.inavolu/extract-pdf-tables-data-with-llm-16073601f679 | |||
13:50 | Llama 3 vs. Llama 3.1: Which Is the Better Fit for Your AI Projects? https://medium.com/@kagglepro/llama-3-vs-llama-3-1-which-is-the-better-fit-for-your-ai-projects-a57a052b89b1 | |||
13:43 | Navigating AI Security: How Access Controls Can Make a Difference https://hammadulhaq.medium.com/navigating-ai-security-how-access-controls-can-make-a-difference-83bceb17dc50 | |||
13:34 | Are We Hitting Peak AI? https://medium.com/@peterfranza/are-we-hitting-peak-ai-7ed412be082f | |||
12:59 | Show HN: Eleven Hundred – Have fun explaining words in simple terms an LLM https://elevenhundred.games | |||
12:39 | Dialog Flow Generation To Constrain LLM-Based Chatbots https://cobusgreyling.medium.com/dialog-flow-generation-to-constrain-llm-based-chatbots-fe6dee4955ce | |||
12:37 | Retrieval Techniques in RAG- Part 1 https://medium.com/@anjali.kashyap93/retrieval-techniques-in-rag-part-1-aea05ab9ffda | |||
11:28 | My Journey to Creating a WP Plugin with ChatGPT: 120 Hours, No Prior Experience https://themeisle.com/blog/build-a-wordpress-plugin-with-chatgpt/ | |||
11:25 | Long context prompting tips by Anthropic https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/long-context-tips | |||
11:20 | Show HN: PromptMage – Simplify and Manage Your LLM Workflows https://promptmage.io/ | |||
11:16 | Automating Table of Content Extraction and Filtering in Papers with LlamaIndex (Part 2) https://blog.stackademic.com/automating-table-of-content-extraction-and-filtering-in-papers-with-llamaindex-part-2-9975e42636fd | |||
11:08 | SarcasmBench: A Comprehensive Evaluation Framework Revealing the Challenges and Performance Gaps of Large Language Models in Understanding Subtle Sarcastic Expressions https://www.marktechpost.com/2024/08/28/sarcasmbench-a-comprehensive-evaluation-framework-revealing-the-challenges-and-performance-gaps-of-large-language-models-in-understanding-subtle-sarcastic-expressions/ | |||
11:07 | PHP and LLMs — Web Scraping and Building an Events Database https://alnutile.medium.com/php-and-llms-web-scraping-and-building-an-events-database-f2f8fe1b3f5d | |||
11:06 | OpenAI Aims to Release New AI Model, 'Strawberry,' in Fall https://www.pymnts.com/news/artificial-intelligence/2024/openai-aims-release-new-ai-model-strawberry-fall/ |
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803