LLM News and Articles
| Saturday, 2024-07-20 | ||||
| 22:57 | 5 Data Annotation Secrets That Will Supercharge Your AI https://medium.com/@bamishebikikelomo/5-data-annotation-secrets-that-will-supercharge-your-ai-34f93878fa14 | |||
| 22:00 | Qu’est-ce que les RAG (Retrieval Augmented Generation) ? https://medium.com/@inesgbadamassi/quest-ce-que-les-rag-retrieval-augmented-generation-91195a4a1311 | |||
| 21:31 | Sentiment Analysis with LLM https://medium.com/@beam_villa/sentiment-analysis-with-llm-438414d8d8e9 | |||
| 21:10 | Mastering Prompt Engineering: Insights from WeAreDevelopers Conference 2024 https://medium.com/@mgolabek94/mastering-prompt-engineering-insights-from-wearedevelopers-conference-2024-56c455d322ab | |||
| 20:54 | Mistral NeMo: the 12B Language Model by Mistral and NVIDIA https://ai.gopubby.com/mistral-nemo-the-12b-language-model-by-mistral-and-nvidia-e58b1f1c6761 | |||
| 20:40 | AI Weekly Summary July 14th to July 21st 2024: OpenAI is working on an AI codenamed “Strawberry”… https://etiennenoumen.medium.com/ai-weekly-summary-july-14th-to-july-21st-2024-openai-is-working-on-an-ai-codenamed-strawberry-392005db7c5a | |||
| 20:16 | AI, Ecological Civilization, and the Difference between Human and Algorithmic Intelligence https://jaredmorningstar.medium.com/ai-ecological-civilization-and-the-difference-between-human-and-algorithmic-intelligence-67325cf9e41e | |||
| 19:50 | Bedrock of Language Models — Vector Embeddings, Visualised. https://rajatasusual.medium.com/bedrock-of-language-models-vector-embeddings-visualised-a83fcb6209af | |||
| 19:20 | Multimodal LLMs on a Mac M1: A Quick Test https://prashantdandriyal.medium.com/multimodal-llms-on-a-mac-m1-a-quick-test-5397bd33a6b6 | |||
| 19:03 | Impacts of Retrieval Augmented Generation https://medium.com/@brekgungor/impacts-of-retrieval-augmented-generation-81bdf5261a57 | |||
| 18:41 | Show HN: Live Demo of GraphRAG with GPT-4o mini https://graphrag-demo.deepset.ai | |||
| 18:30 | [Rust] Serving Llama 3 Quantized (GGUF) on GPU with Candle-RS and Tide https://medium.com/init-deep-dive/rust-quantized-llama-3-gguf-on-a-gpu-with-candle-rs-cecadd083aec | |||
| 18:29 | Prompt Engineering 101 https://medium.com/@coyle_41098/prompt-engineering-101-938c2658758a | |||
| 17:44 | Better reasoning with augmented generation // Reasoning + RAG https://sbagency.medium.com/better-reasoning-with-augmented-generation-reasoning-rag-849f652cdf2b | |||
| 17:07 | Integrate Google Search to chat bot using LangGraph https://gmnithinsai.medium.com/integrate-google-search-to-chat-bot-using-langgraph-bde7b5d21bc6 | |||
| 16:34 | DeepSeek-V2-0628 Released: An Improved Open-Source Version of DeepSeek-V2 https://www.marktechpost.com/2024/07/20/deepseek-v2-0628-released-an-improved-open-source-version-of-deepseek-v2/ | |||
| 16:15 | LoRA: A Groundbreaking Fine-Tuning Method for LLMs https://medium.com/@edmond.po/lora-a-groundbreaking-fine-tuning-method-for-llms-d812fa07bb58 | |||
| 15:57 | Crafting Structured JSON Responses: Ensuring Consistent Output from any LLM https://medium.com/@rishab_dugar/crafting-structured-json-responses-ensuring-consistent-output-from-any-llm-53213906b69f | |||
| 15:54 | RAG: Retrieval Augmented Generation — Busted https://karthikvegeta.medium.com/rag-retrieval-augmented-generation-busted-cd8a8922aef7 | |||
| 15:41 | Integrate Llama3 with AWS SageMaker and Lambda https://medium.com/@skokhatska/integrate-llama3-with-aws-sagemaker-and-lambda-60f13f28b9c1 | |||
| 15:26 | GenAI Security and Safety for Dummies https://medium.com/@hong56/genai-security-and-safety-for-dummies-9cc8615564c2 | |||
| 15:22 | Leveraging Google Colab GPU Instances for Running LLM Pretrained Models with Retrieval-Augmented… https://medium.com/@lakshmikanthg33/leveraging-google-colab-gpu-instances-for-running-llm-pretrained-models-with-retrieval-augmented-94c2fcea4663 | |||
| 15:12 | Unleashing the Power of Open-Source AI: A Rebellious Act for Freedom https://medium.com/@msa.sid/unleashing-the-power-of-open-source-ai-a-rebellious-act-for-freedom-719d24d13f04 | |||
| 15:03 | Mamba-Codestral-7B-v0.1 | LLM Explorer Blog https://www.reddit.com/r/llm_updated/comments/1e7xnip/mambacodestral7bv01_llm_explorer_blog/ | |||
| 15:02 | Planning for Agents https://blog.langchain.dev/planning-for-agents/ | |||
| 14:49 | Top 10 Key Metrics: The Ultimate AI Model Performance Rankings https://creativetech.consulting/top-10-key-metrics-the-ultimate-ai-model-performance-rankings-56f2ad3f0912 | |||
| 14:06 | A Hugging Face Chat assistant to tell us what are the chemicals inside of Cannabis Sativa https://sharifsuliman.medium.com/a-hugging-face-chat-assistant-to-tell-us-what-are-the-chemicals-inside-of-cannabis-sativa-17471eb45c2d | |||
| 13:55 | Demystifying AI Lingo: LLM vs. LLM Agent https://medium.com/@siladityaghosh/demystifying-ai-lingo-llm-vs-llm-agent-1e2c8602689c | |||
| 13:53 | Local Ollama/bakllava doing Image Recognition… https://medium.com/@ove.hansen/local-ollama-bakllava-doing-image-recognition-6608f4f9f3fb | |||
| 13:03 | Catastrophic Forgetting // is FT isn’t the answer? https://sbagency.medium.com/catastrophic-forgetting-is-ft-isnt-the-answer-84d251edd726 | |||
| 12:53 | Is your selected LLM ready for production? Check these latency metrics first than decide https://ai.gopubby.com/is-your-selected-llm-ready-for-production-check-these-latency-metrics-first-than-decide-87f3f159f252 | |||
| 12:20 | A Leap Towards Human-Like AI: Recreating Human Memory in LLMs https://medium.com/@haitham.bouammar71/a-leap-towards-human-like-ai-recreating-human-memory-in-llms-58c4c58522e8 | |||
| 11:51 | Battle of the AI Giants: Claude 3.5 Sonnet vs. GPT-4o https://medium.com/@ai_tech_future/battle-of-the-ai-giants-claude-3-5-sonnet-vs-gpt-4o-67da722b94a5 | |||
| 11:45 | UT Austin Researchers Introduce PUTNAMBENCH: A Comprehensive AI Benchmark for Evaluating the Capabilities of Neural Theorem-Provers with Putnam Mathematical Problems https://www.marktechpost.com/2024/07/20/ut-austin-researchers-introduce-putnambench-a-comprehensive-ai-benchmark-for-evaluating-the-capabilities-of-neural-theorem-provers-with-putnam-mathematical-problems/ | |||
| 11:35 | Exploring GraphRAG: A Novel Approach in LLM Discovery https://medium.com/@himanshu_96818/exploring-graphrag-a-novel-approach-in-llm-discovery-d8830183f779 | |||
| 11:15 | MUSE: A Comprehensive AI Framework for Evaluating Machine Unlearning in Language Models https://www.marktechpost.com/2024/07/20/muse-a-comprehensive-ai-framework-for-evaluating-machine-unlearning-in-language-models/ | |||
| 10:55 | Creating a Custom Language Model with Llama 3: A Working Example https://medium.com/@lakshnorris/creating-a-custom-language-model-with-llama-3-a-working-example-a3f84e0fbf85 | |||
| 10:05 | Labophase AI test & experience (free!) https://medium.com/@talkdirtyai/labophase-ai-test-experience-free-ba0b1ede91ba | |||
| 10:01 | Protecting User Privacy: PII Masking in Llama Index Node Post-Processor https://medium.com/@eatesaam/protecting-user-privacy-pii-masking-in-llama-index-node-post-processor-4ba7ce123c80 | |||
| 09:55 | Knowledge/language maps // better answers for LLM/RAG https://sbagency.medium.com/knowledge-language-maps-better-answers-for-llm-rag-1d4bb2c6855f | |||
| 09:36 | This AI Paper from Google AI Introduces FLAMe: A Foundational Large Autorater Model for Reliable and Efficient LLM Evaluation https://www.marktechpost.com/2024/07/20/this-ai-paper-from-google-ai-introduces-flame-a-foundational-large-autorater-model-for-reliable-and-efficient-llm-evaluation/ | |||
| 09:22 | Free Chat GPT-4o mini – No sign-up, Unlimited, Advanced AI https://chatgpt4o.space/ | |||
| 09:06 | LORA-based agents & how to study them https://medium.com/@aibrew/lora-based-agents-how-to-study-them-02c029ce9291 | |||
| 09:00 | Researchers from the University of Auckland Introduced ChatLogic: Enhancing Multi-Step Reasoning in Large Language Models with Over 50% Accuracy Improvement in Complex Tasks https://www.marktechpost.com/2024/07/20/researchers-from-the-university-of-auckland-introduced-chatlogic-enhancing-multi-step-reasoning-in-large-language-models-with-over-50-accuracy-improvement-in-complex-tasks/ | |||
| 08:46 | THIS is how LLM’s are fine-tuned in industry https://medium.com/@aibrew/this-is-how-llms-are-fine-tuned-in-industry-2c2c7d0b2319 | |||
| 08:45 | The Dark Side of AI and ML: Security Risks and Ethical Concerns https://medium.com/@kram254/the-dark-side-of-ai-and-ml-security-risks-and-ethical-concerns-01cdcfbd24d1 | |||
| 07:59 | LLMs for Autonomous agents https://medium.com/@deependray996/llms-in-autonomous-agents-fa9687f4af50 | |||
| 06:57 | Open then Closed: an approach to LLM-Based Judgements in your products https://medium.com/@greyboi/open-then-closed-an-approach-to-llm-based-judgements-in-your-products-e15e7ce677f0 | |||
| 06:47 | Mastering LLM Re-ranking with Direct Preference Optimization https://medium.com/@kiranroy.ace/mastering-llm-re-ranking-with-direct-preference-optimization-bbb9e64b05ab | |||
| 06:46 | Q-GaLore | Memory-efficient Pre-training and Fine-tuning https://medium.com/@zaiinn440/q-galore-memory-efficient-pre-training-and-fine-tuning-a31f7a1c344e | |||
| 06:45 | NeedleBench: A Customizable Dataset Framework that Includes Tasks for Evaluating the Bilingual Long-Context Capabilities of LLMs Across Multiple Length Intervals https://www.marktechpost.com/2024/07/19/needlebench-a-customizable-dataset-framework-that-includes-tasks-for-evaluating-the-bilingual-long-context-capabilities-of-llms-across-multiple-length-intervals/ | |||
| 06:42 | Coding Deepseek-V2 from Scratch in PyTorch https://medium.com/@zaiinn440/coding-deepseek-v2-from-scratch-in-pytorch-06dd89917067 | |||
| 06:36 | Understanding Quantization: A Guide to Optimizing Model Efficiency https://medium.com/@kiranroy.ace/understanding-quantization-a-guide-to-optimizing-model-efficiency-9f73f4420bb8 | |||
| 06:34 | Mistral NeMo 12B — A comprehensive look at the next-generation enterprise AI model https://medium.com/@simeon.emanuilov/mistral-nemo-12b-a-comprehensive-look-at-the-next-generation-enterprise-ai-model-1fc764d45f61 | |||
| 06:32 | EM-LLM: A Novel and Flexible Architecture that Integrates Key Aspects of Human Episodic Memory and Event Cognition into Transformer-based Language Models https://www.marktechpost.com/2024/07/19/em-llm-a-novel-and-flexible-architecture-that-integrates-key-aspects-of-human-episodic-memory-and-event-cognition-into-transformer-based-language-models/ | |||
| 06:19 | Voice Analysis in Recruitments https://kunal-singh.medium.com/voice-analysis-in-recruitments-04998d5bfc11 | |||
| 05:40 | Is Generative AI Boosting Individual Creativity but Reducing Collective Novelty? https://www.marktechpost.com/2024/07/19/is-generative-ai-boosting-individual-creativity-but-reducing-collective-novelty/ | |||
| 05:26 | From Bujji’s Chit-Chat in Kalki 2898 AD to Real Conversations: What Are Large Language Models(LLMs)… https://medium.com/@rajesh.koredla25/from-bujjis-chit-chat-in-kalki-2898-ad-to-real-conversations-what-are-large-language-models-llms-2d4904d93c24 | |||
| 04:38 | Enhancing Long-Horizon Reasoning and Generation with Retrieval-Augmented Thoughts (RAT): A Deep… https://vishwanathkamath.medium.com/enhancing-long-horizon-reasoning-and-generation-with-retrieval-augmented-thoughts-rat-a-deep-f0c4cdb0ffde | |||
| 04:37 | Beyond Automation: The Rise of AI Agents and Their Transformative Power https://medium.com/@ajayverma23/beyond-automation-the-rise-of-ai-agents-and-their-transformative-power-602f654af2a0 | |||
| 03:56 | The Dark Side of Generative AI: How Automation is Undermining Online Content https://medium.com/@changlee99/the-dark-side-of-generative-ai-how-automation-is-undermining-online-content-0312d530517f | |||
| 03:44 | Understanding Positional Embeddings in Transformers: From Absolute to Rotary https://towardsdatascience.com/understanding-positional-embeddings-in-transformers-from-absolute-to-rotary-31c082e16b26 | |||
| 03:29 | Why Fine-Tuning is a Thing of the Past: The Rise of RAG https://medium.com/@yanqing_j/why-fine-tuning-is-a-thing-of-the-past-the-rise-of-rag-dcc757e3f803 | |||
| 02:57 | Boost Your Chatbot’s IQ with LLaMA 3 and RAG https://medium.com/@kagglepro.llc/boost-your-chatbots-iq-with-llama-3-and-rag-0722d6b7fbb3 | |||
| 01:17 | LLM evaluations; Measure what matters https://medium.com/@julian.burns50/llm-evaluations-measure-what-matters-729e9acda605 | |||
| 00:12 | Weather App with Mistral Function Call https://medium.com/@izzybreezylearn/weather-app-with-mistral-function-call-0a004134da9a | |||
| 00:09 | Q-Sparse: A New Artificial Intelligence AI Approach to Enable Full Sparsity of Activations in LLMs https://www.marktechpost.com/2024/07/19/q-sparse-a-new-artificial-intelligence-ai-approach-to-enable-full-sparsity-of-activations-in-llms/ | |||
| 00:04 | AI & the Kings speech: July 2024 https://medium.com/@julian.burns50/ai-the-kings-speech-july-2024-839dd42e49dc | |||
| Friday, 2024-07-19 | ||||
| 23:52 | UK AI is only growing.. https://medium.com/@julian.burns50/ai-is-only-growing-0614483c33f1 | |||
| 23:05 | Battling Open Book Exams with Open Source LLMs https://towardsdatascience.com/battling-open-book-exams-with-open-source-llms-c2225f3002d0 | |||
| 22:58 | Synthetic Data.. When, Why and How? https://medium.com/@yasminaelkhazen11/synthetic-data-when-why-and-how-d7fd54ca0dd3 | |||
| 22:52 | Mamba vs. GPT: The Battle of AI Architectures https://medium.com/alfa-code-blog/mamba-vs-gpt-the-battle-of-ai-architectures-9a9e9736b668 | |||
| 22:01 | Fine-Tuning and Evaluating Large Language Models: Key Benchmarks and Metrics https://pub.towardsai.net/fine-tuning-and-evaluating-large-language-models-key-benchmarks-and-metrics-47f695437ac0 | |||
| 21:56 | Advanced Strategies for Effective Prompt Design https://medium.com/@preeti.rana.ai/advanced-strategies-for-effective-prompt-design-6b0f7557197f | |||
| 21:22 | What’s required to build a one-person billion-dollar company? https://postbio.medium.com/whats-required-to-build-a-one-person-billion-dollar-company-300ea127e312 | |||
| 21:14 | Unifying Text and Structure to Enhance GNNs on Text-Augmented Graphs https://medium.com/@p.varshney1729/unifying-text-and-structure-to-enhance-gnns-on-text-augmented-graphs-31969463ae4a | |||
| 21:06 | Can the New Mathstral LLM Accurately Compare 9.11 and 9.9? https://www.secondstate.io/articles/mathstral/ | |||
| 20:30 | A Evolução do ChatGPT: Como Ele Se Tornou o que É Hoje em uma Explicação Simples e Divertida https://medium.com/@matewz/a-evolu%C3%A7%C3%A3o-do-chatgpt-como-ele-se-tornou-o-que-%C3%A9-hoje-em-uma-explica%C3%A7%C3%A3o-simples-e-divertida-6d6c82c97af0 | |||
| 20:02 | Large Language Model Training Pipeline For NLP Text Classification https://pub.towardsai.net/large-language-model-training-pipeline-for-nlp-text-classification-43f1c3cfb358 | |||
| 19:58 | Fine-tuning Llama-3 to get 90% of GPT-4's performance at a fraction of the cost https://www.together.ai/blog/finetuning | |||
| 19:53 | Showdown of Smart Search Systems: Pinecone vs. AI Search https://medium.com/@pavlohrechko/showdown-of-smart-search-systems-pinecone-vs-ai-search-4bd00acc23ad | |||
| 19:49 | How memory works in large language models https://medium.com/pressw/how-memory-works-in-large-language-models-4d1347a11c11 | |||
| 19:35 | The AI Revolution in Engineering: Redefining Roles or Reinforcing Expertise? https://medium.com/@ssarraju/the-ai-revolution-in-engineering-redefining-roles-or-reinforcing-expertise-e8090b69c035 | |||
| 19:29 | Snowflake-Arctic-Embed-m-v1.5 Released: A 109M Parameters Groundbreaking Text Embedding Model with Enhanced Compression and Performance Capabilities https://www.marktechpost.com/2024/07/19/snowflake-arctic-embed-m-v1-5-released-a-109m-parameters-groundbreaking-text-embedding-model-with-enhanced-compression-and-performance-capabilities/ | |||
| 19:28 | AI paid for by Ads – the GPT-4o mini inflection point https://batchmon.com/blog/ai-cheaper-than-ads/ | |||
| 19:23 | How to improve your LLM application without fine tuning. https://medium.com/about-ai/how-to-improve-your-llm-application-without-fine-tuning-34c6c09e3391 | |||
| 19:18 | The Road to LLM Experts https://medium.com/@yutongzhang20080108/the-road-to-llm-experts-b6ffa29e10e4 | |||
| 19:10 | INTRODUCING GPT-4o MINI: AN ADVANCEMENT TO SMALLER, FASTER AND COST EFFICIENT INTELLIGENCE. https://medium.com/@NSK.AI/introducing-gpt-4o-mini-an-advancement-to-smaller-faster-and-cost-efficient-intelligence-8840ad0b8466 | |||
| 18:55 | Sarcastic AI Is Coming Faster Than You Can Pull Up Your Puns https://bootcamp.uxdesign.cc/sarcastic-ai-is-coming-faster-than-you-can-pull-up-your-puns-77c3a58ea8f7 | |||
| 18:50 | Understanding Grok: A Deep Dive into Its Meaning and Applications https://medium.com/@ulterior.ai/understanding-grok-a-deep-dive-into-its-meaning-and-applications-ded753d6c793 | |||
| 18:14 | Testing the Water and Turning the Tide: Dr Laura Richards — Science and Engineering https://medium.com/@ulterior.ai/testing-the-water-and-turning-the-tide-dr-laura-richards-science-and-engineering-fb2889a95431 | |||
| 18:06 | ❌ When Accuracy Isn't Enough - Don't Make This Mistake https://www.llmwatch.com/p/when-accuracy-isnt-enough-dont-make | |||
| 18:02 | 10 Important Blogs to Stay Updated with LLM Research & News https://pub.towardsai.net/10-important-blogs-to-stay-updated-with-llm-research-news-ebca85c55516 | |||
| 18:00 | Taming the Wild World of Enterprise AI with Braintrust https://medium.com/@ejiro87/taming-the-wild-world-of-enterprise-ai-with-braintrust-6660b6248587 | |||
| 17:59 | Understanding the Encoder-Decoder Architechture https://medium.com/@adnanbarwaniwala7/understanding-the-encoder-decoder-architechture-fdd26f3a173e | |||
| 17:57 | Constrained Sentence Generation Using Gibbs Sampling and BERT https://towardsdatascience.com/constrained-sentence-generation-using-gibbs-sampling-and-bert-8d326b9027b1 | |||
| 17:36 | OpenAI's latest model will block the 'ignore all previous instructions' loophole https://www.theverge.com/2024/7/19/24201414/openai-chatgpt-gpt-4o-prompt-injection-instruction-hierarchy | |||
| 16:39 | Where does ‘Hello world’ come from? https://autoblogs.medium.com/where-does-hello-world-come-from-b4a1b34ced4d | |||
| 16:36 | Show HN: Mistral NeMo finetuning fits in Colab https://colab.research.google.com/github/unslothai/studio/blob/main/colabs/mistral_nemo_12b.ipynb | |||
| 16:21 | Memorization : Impact Of Privacy in Large Language Models https://deerajmanjaray.medium.com/memorization-impact-of-privacy-in-large-language-models-a6d2c88b38cd | |||
Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024072803