LLM News and Articles
Tuesday, 2024-10-08 | ||||
16:29 | Transforming Traditional Prompting into Programming https://medium.com/@NLPEngineers/transforming-traditional-prompting-into-programming-e1c824db9ef5 | |||
16:13 | The Art of Crafting High-Quality Prompts: A Guide to Improving LLM Models https://medium.com/@kumkum123/the-art-of-crafting-high-quality-prompts-a-guide-to-improving-llm-models-346a920467b8 | |||
16:07 | TAI #120; OpenAI DevDay in Focus! https://pub.towardsai.net/tai-120-openai-devday-in-focus-deb5e2afa254 | |||
15:47 | Becoming a ChatGPT Millionaire: Leveraging AI to Build Wealth https://medium.com/@mr.cjh139/becoming-a-chatgpt-millionaire-leveraging-ai-to-build-wealth-29de6fe25013 | |||
15:33 | Retraining Large Language Models: Best Practices for Providing Feedback https://medium.com/@kumkum123/retraining-large-language-models-best-practices-for-providing-feedback-aed18e203a4c | |||
15:02 | Launching Long-Term Memory Support in LangGraph https://blog.langchain.dev/launching-long-term-memory-support-in-langgraph/ | |||
14:50 | 'In awe': scientists impressed by latest ChatGPT model o1 https://www.nature.com/articles/d41586-024-03169-9 | |||
14:32 | ChatGPT Canvas: How to Use It (+ Review) https://medium.com/@tarashekhar97/chatgpt-canvas-how-to-use-it-review-111379d48b4d | |||
14:20 | How to Build a Local Conversational AI Web Step-by-Step with OpenAI and Chainlit https://medium.com/@m946111005/how-to-build-a-local-conversational-ai-web-step-by-step-with-openai-and-chainlit-c3b5e81062c9 | |||
14:19 | Teachers — Unleash Your Invisible Mind https://medium.com/@robinvollereducation/teachers-unleash-your-invisible-mind-4273b325a55e | |||
14:17 | How to Use Causal Startup Spotlight for Business Growth https://medium.com/@tayloroakley/how-to-use-causal-startup-spotlight-for-business-growth-53e551c28fc2 | |||
13:45 | Comprehensive Review of OpenAI Pricing and Model Benchmarks https://medium.com/@getanakin/comprehensive-review-of-openai-pricing-and-model-benchmarks-94ddc789d8e7 | |||
13:44 | LLM Privacy and Security https://medium.com/@bijit211987/llm-privacy-and-security-56a859cbd1cb | |||
13:20 | Setting up and running LLMs on your personal computer with Ollama: A very quick guide for… https://medium.com/@thejusrkartha/setting-up-and-running-llms-on-your-personal-computer-with-ollama-a-very-quick-guide-for-5a235c1298f7 | |||
13:02 | We’re expanding S&P AI Benchmarks to cover Long-document QA https://blog.kensho.com/were-expanding-s-p-ai-benchmarks-to-cover-long-document-qa-0a81df01ea84 | |||
13:01 | Today’s Open Source (2024–10–08): The New 3D Generation Model 3DTopia-XL https://medium.com/ai-disruption/todays-open-source-2024-10-08-the-new-3d-generation-model-3dtopia-xl-b93e4c3de3a9 | |||
12:54 | Useful handbook for building AI features (from OpenAI, Microsoft, Mistral etc.) https://handbook.getbasalt.ai/The-PM-s-handbook-for-building-AI-features-fe543fd4157049fd800cf02e9ff362e4 | |||
12:43 | How Can Businesses Leverage Large Language Models (LLMs) in Content Creation? https://medium.com/@flywheelr/how-can-businesses-leverage-large-language-models-llms-in-content-creation-5b46c7b17639 | |||
12:39 | Investing in AI Security: Why LLM-Specific DLP Solutions are the Key to Unlocking Regulated… https://medium.com/@slavi.arnaudov/investing-in-ai-security-why-llm-specific-dlp-solutions-are-the-key-to-unlocking-regulated-95d6bc7cc944 | |||
12:33 | Introducing LML-DAP: A New Way to Combine Language Models with Data for Better Predictions https://medium.com/@praneeth.v/introducing-lml-dap-a-new-way-to-combine-language-models-with-data-for-better-predictions-8ae6317ac8d2 | |||
12:31 | The 6 Best LLM Tools To Run Models Locally https://callmerohit.medium.com/the-6-best-llm-tools-to-run-models-locally-4d054141afad | |||
12:19 | A unified SDK that enables in-browser AI https://medium.com/@miguelaeh/a-unified-sdk-that-enables-in-browser-ai-47ff27d76701 | |||
11:56 | Use of LLMs in Consumer Packaged Goods and Retail Industries https://medium.com/@shashankkallahallisuresh/use-of-llms-in-consumer-packaged-goods-and-retail-industries-a75b4c65ac5b | |||
11:50 | ADDITION IS ALL YOU NEED: Reducing Transformer Attention Energy Consumption by 95% Through… https://medium.com/@zergtant/addition-is-all-you-need-reducing-transformer-attention-energy-consumption-by-95-through-51d0d0e98b48 | |||
11:38 | Guardrails in LLM Applications: Ensuring Safe and Effective AI Use https://medium.com/@kbdhunga/guardrails-in-llm-applications-ensuring-safe-and-effective-ai-use-5b7d09d80dff | |||
11:17 | RAG vs. Long-Context LLMs: The Ultimate AI Showdown https://medium.com/@sohamghadge0903/rag-vs-long-context-llms-the-ultimate-ai-showdown-17d7e3659f76 | |||
11:17 | Amazon’s new Framework for assessing Human Evaluations in LLMs https://machine-learning-made-simple.medium.com/amazons-new-framework-for-assessing-human-evaluations-in-llms-ce9c39413fcb | |||
11:01 | Box AI tools for LlamaIndex https://medium.com/box-developer-blog/box-ai-tools-for-llamaindex-a644fb189c4f | |||
11:01 | AI Tools for Ideation, Coding, and Ads Tracking https://medium.com/brainscriblr/ai-tools-for-ideation-coding-and-ads-tracking-68bd86118074 | |||
10:36 | Is AI About to Kill Innovation? https://code.likeagirl.io/is-ai-about-to-kill-innovation-99463e71ebdb | |||
10:27 | A Look into LLMs in Banking https://phuongthunee.medium.com/a-look-into-llms-in-banking-83fb9a1bd67b | |||
10:16 | How to Use CRM APIs: The Ultimate Guide for Beginners https://medium.com/@tayloroakley/how-to-use-crm-apis-the-ultimate-guide-for-beginners-40e52a666f9b | |||
09:56 | Fine-Tuning Large Language Models https://saurabhharak.medium.com/fine-tuning-large-language-models-683b168228b1 | |||
09:55 | Domain-specific Large Language Model DevelopmentTop 15 Emerging Trends in Domain-specific Large… https://medium.com/coinmonks/domain-specific-large-language-model-developmenttop-15-emerging-trends-in-domain-specific-large-7fd68ad123d1 | |||
09:46 | Comprehensive Review of OpenAI Pricing and Language Models https://medium.com/@getanakin/comprehensive-review-of-openai-pricing-and-language-models-7e9573a1c91e | |||
09:38 | What’s new in TI Mindmap | Sep 2024 https://medium.com/@antonio.formato/whats-new-in-ti-mindmap-sep-2024-1f3ce3197789 | |||
08:29 | A quarter of U.S. teachers say AI tools do more harm than good in K-12 education https://medium.com/@girimanaskumar1998/a-quarter-of-u-s-teachers-say-ai-tools-do-more-harm-than-good-in-k-12-education-3651c59c4880 | |||
08:17 | How to Build a Team for Domain-specific LLM Development? https://medium.com/coinmonks/how-to-build-a-team-for-domain-specific-llm-development-f9dce1ebdb85 | |||
07:48 | The (surprisingly simple!) math behind the transformer attention mechanism https://medium.com/@touhid3.1416/the-surprisingly-simple-math-behind-transformer-attention-mechanism-d354fbb4fef6 | |||
07:20 | Cognition and Mental Processes: Understanding Human Thought and Actions through the Lens of LLMs https://medium.com/@jain.sm/cognition-and-mental-processes-understanding-human-thought-and-actions-through-the-lens-of-llms-28856a47a7b9 | |||
07:03 | How Social Semantic Web and Ontologies Can Be Used to Empower RAG Systems https://medium.com/@busra.oguzoglu/how-social-semantic-web-and-ontologies-can-be-used-to-empower-rag-systems-7f96757d05ab | |||
07:00 | Demystifying Large Language Model Function Calling https://cobusgreyling.medium.com/demystifying-large-language-model-function-calling-4136e9d375ea | |||
06:53 | Overcoming RAG Limitations with Awarity’s Elastic Context Window https://medium.com/awarity-ai-blog/overcoming-rag-limitations-with-awaritys-elastic-context-window-e9547f8a9112 | |||
06:44 | New Research on Transformer Architecture part5 https://medium.com/@thekingventer99/new-research-on-transformer-architecture-part5-5154301cdcd5 | |||
06:44 | New Research on Transformer Architecture part4 https://medium.com/@thekingventer99/new-research-on-transformer-architecture-part4-ad56b91993f4 | |||
06:25 | The Emerging Economy of LLMs https://medium.com/wix-engineering/the-emerging-economy-of-llms-883f2ab13067 | |||
06:22 | ChromaDB vs PGVector: The Epic Battle of Vector Databases https://dev523.medium.com/chromadb-vs-pgvector-the-epic-battle-of-vector-databases-a43216772b34 | |||
06:16 | How to Use a File Storage API for Efficient Data Management https://medium.com/@tayloroakley/how-to-use-a-file-storage-api-for-efficient-data-management-6a1d37955227 | |||
06:13 | Episode 10: LLM09 — Over-reliance https://medium.com/@anandpawar26/episode-10-llm09-over-reliance-5ac5dce1acb1 | |||
06:02 | Large Language Models (LLMs) https://medium.com/@hayleygohxn/large-language-models-llms-78446bf95f64 | |||
05:45 | Open AI Model Pricing: Large Language Models Review and Use https://medium.com/@getanakin/open-ai-model-pricing-large-language-models-review-and-use-0f369576673c | |||
04:44 | Road to AGI: Is it even possible? https://akiranin.medium.com/road-to-agi-is-it-even-possible-6bd1dc73c54b | |||
04:34 | Open Sourcing Venator https://medium.com/@0x4d31/open-sourcing-venator-b94374e30a55 | |||
04:18 | The Role of Retrieval-Augmented Generation (RAG) in Content Marketing: Revolutionizing Personalized… https://palarkaprabha.medium.com/the-role-of-retrieval-augmented-generation-rag-in-content-marketing-revolutionizing-personalized-a2db9627c292 | |||
04:08 | Simplifying Meta’s Movie Gen Paper for You https://medium.com/@esmatibrahim/simplifying-metas-movie-gen-paper-for-you-09f02cacc061 | |||
04:02 | [Digital MATSUMOTO] How much can we trust benchmark tests? https://medium.com/@digitalmatsumoto/digital-matsumoto-how-much-can-we-trust-benchmark-tests-2b3a044910cc | |||
04:02 | [Paper] LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations https://medium.com/@louis19980927/paper-llms-know-more-than-they-show-on-the-intrinsic-representation-of-llm-hallucinations-2389f8f01066 | |||
03:58 | Generating documents through LLMs: A hands-on guide to model fine-tuning https://medium.com/@arunabh223/generating-documents-through-llms-a-hands-on-guide-to-model-fine-tuning-5e3031b72ce2 | |||
03:56 | Taking an AI approach to digital marketing https://actbrilliant.medium.com/taking-an-ai-approach-to-digital-marketing-6edceab3c34a | |||
03:56 | Taking an AI approach to digital marketing https://digitizingpolaris.com/taking-an-ai-approach-to-digital-marketing-6edceab3c34a | |||
03:53 | Llama 3.2 vs The World: The Tiny AI That Stomps, Spits, and Slays the Competition! https://medium.com/@teendifferent/llama-3-2-vs-the-world-the-tiny-ai-that-stomps-spits-and-slays-the-competition-bb9f204f02a3 | |||
03:15 | The Future of LLMs in Medicine https://medium.com/@henilsinhrajraj/the-future-of-llms-in-medicine-c706427ad4b8 | |||
03:07 | A Tale of Three Models: How Transformers, BERT, and ULMFiT Took NLP by Storm https://medium.com/@mukul.mschauhan/a-tale-of-three-models-how-transformers-bert-and-ulmfit-took-nlp-by-storm-58080f1459b6 | |||
03:02 | SLMs (Small Language Models) and the 7 key scenarios where they surpass LLMs https://medium.com/@armankamran/slms-small-language-models-and-the-7-key-scenarios-where-they-surpass-llms-b548d73de85e | |||
02:16 | How to Use Flat File Integration vs API for Your Projects https://medium.com/@tayloroakley/how-to-use-flat-file-integration-vs-api-for-your-projects-ce38435af4a1 | |||
01:45 | Mistral Pricing and Use Cases: A Comprehensive Review of LLMs https://medium.com/@getanakin/mistral-pricing-and-use-cases-a-comprehensive-review-of-llms-4d999ed406be | |||
00:44 | FTI Architecture for ML Success-From Features to Inference https://medium.com/@bijit211987/fti-architecture-for-ml-success-from-features-to-inference-9f7005a1c4ae | |||
00:05 | Memory https://paigekim29.medium.com/memory-7267f4b23b57 | |||
00:00 | Faster Assisted Generation with Dynamic Speculation https://huggingface.co/blog/dynamic_speculation_lookahead | |||
Monday, 2024-10-07 | ||||
23:55 | Close Encounters of the LLM Kind https://vanhoucke.medium.com/close-encounters-of-the-llm-kind-61323cef25d3 | |||
23:26 | Training LLMs to Interact and Infer user profiles and personalities for Alignment with individual… https://medium.com/@techsachin/training-llms-to-interact-and-infer-user-profiles-and-personalities-for-alignment-with-individual-e41ac869a05e | |||
23:05 | How to become an instant expert on anything — Part 1 https://medium.com/@treadwell.joseph/how-to-become-an-instant-expert-on-anything-part-1-eeab6d6628ea | |||
22:37 | A Glimpse at GPT: A Quick and Simple Introduction https://medium.com/@lorenamelo.engr/understanding-gpt-making-sense-of-the-language-of-ai-d64dbab38efd | |||
22:17 | How to Use API Integration Steps for Seamless Connectivity https://medium.com/@tayloroakley/how-to-use-api-integration-steps-for-seamless-connectivity-b0629b8ed5b8 | |||
21:56 | Privacy Risks of Large Language Models (LLMs) https://ai.gopubby.com/privacy-risks-of-large-language-models-llms-5c0f96dccc56 | |||
21:46 | NotebookLM https://medium.com/@lmoise2022/notebooklm-b0104b1515c8 | |||
21:45 | Mistral Large Language Model Review: Pricing, Use Cases, and Benchmarks https://medium.com/@getanakin/mistral-large-language-model-review-pricing-use-cases-and-benchmarks-62196422b464 | |||
21:32 | Mistake-Aware Peer-Review Distillation: instruction tuning Student LM by peer-review among multiple… https://medium.com/@techsachin/mistake-aware-peer-review-distillation-instruction-tuning-student-lm-by-peer-review-among-multiple-fd4742ae8498 | |||
20:55 | Mastering LoRA and QLoRA: Efficient Techniques for Fine-Tuning Large Language Models https://medium.com/@phaneendraganji3/mastering-lora-and-qlora-efficient-techniques-for-fine-tuning-large-language-models-ee76af92267a | |||
20:54 | The Future of AI is Here: Zero-Shot Reasoning https://medium.com/thedeephub/zero-shot-a7778b45e7c8 | |||
20:31 | Token Efficiency and Compression Techniques in Large Language Models: Navigating Context-Length… https://medium.com/@anicomanesh/token-efficiency-and-compression-techniques-in-large-language-models-navigating-context-length-05a61283412b | |||
20:11 | Prompting Made Easy: Basics of Prompting. https://medium.com/@bhanuprakash5507/prompting-made-easy-basics-of-prompting-95c89198e173 | |||
20:08 | Llama 3: An Open-Source Game-Changer for AI Applications https://blog.whiteprompt.com/llama-3-an-open-source-game-changer-for-ai-applications-7ed08659968b | |||
20:02 | Q&A Bot Using Gen-AI https://pub.towardsai.net/q-a-bot-using-gen-ai-2ab934b180af | |||
19:54 | Sam Altman Goes Full Emperor https://nonzero.substack.com/p/sam-altman-goes-full-emperor | |||
19:41 | Generated Checklists Improve LLM Evaluation and Generation https://arxiv.org/abs/2410.03608 | |||
19:24 | Should the world have uncensored LLMs? https://medium.com/@groups.rampy1/should-the-world-have-uncensored-llms-3d6d77cd3db5 | |||
19:14 | L’Adaptation des Centres de Données à l’ère de l’IA : Un Défi et une Opportunité pour l’Écologie https://jeremyjouvance.medium.com/ladaptation-des-centres-de-donn%C3%A9es-%C3%A0-l-%C3%A8re-de-l-ia-un-d%C3%A9fi-et-une-opportunit%C3%A9-pour-l-%C3%A9cologie-85a22920da79 | |||
19:12 | Supercharge Your LLM Apps using DSPy and Langfuse https://towardsdatascience.com/supercharge-your-llm-apps-using-dspy-and-langfuse-f83c02ba96a1 | |||
18:55 | Why 30% of Devs Go Framework-Free for LLMs https://medium.com/@alejandro7899871776/why-30-of-devs-go-framework-free-for-llms-07ed4f89fa98 | |||
18:40 | Scaling RAG from POC to Production https://towardsdatascience.com/scaling-rag-from-poc-to-production-31bd45d195c8 | |||
18:36 | A Beginner’s Guide to Fine-Tuning an Embedding Model: https://medium.com/@mauryaanoop3/a-beginners-guide-to-fine-tuning-an-embedding-model-38bb4b4ae664 | |||
18:30 | Using Linear Equations + LLM to Solve LinkedIn Queens Game https://towardsdatascience.com/using-linear-equations-llm-to-solve-linkedin-queens-game-fe9802d997e9 | |||
18:17 | How to Add Users with the Okta SCIM API Tutorial https://medium.com/@tayloroakley/how-to-add-users-with-the-okta-scim-api-tutorial-2ca54e9d0d78 | |||
18:09 | “Exploring the Future of AI: Machine Learning, Large Language Models, and Retrieval-Augmented… https://medium.com/@srivanivinnakotamadhava/exploring-the-future-of-ai-machine-learning-large-language-models-and-retrieval-augmented-3cd442bc4b71 | |||
17:55 | How LLMs Works https://towardsdev.com/how-llms-works-3723fa05c9e9 | |||
17:45 | Mistral API Pricing and Benchmark Review of Language Models https://medium.com/@getanakin/mistral-api-pricing-and-benchmark-review-of-language-models-c8a36d0a4abd | |||
17:43 | Show HN: GPT Circuits – Mapping the inner workings of simple LLMs https://peterlai.github.io/gpt-mri/ | |||
17:38 | A RAG based intelligent Chatbot https://chiradip94.medium.com/a-rag-based-intelligent-chatbot-39fc2223d546 | |||
17:32 | GemmaTokenizer: A Simple Course on Tokenization https://medium.com/@kuipasta1121/gemmatokenizer-a-simple-course-on-tokenization-3b1eb4559503 |
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241110