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LLM News and Articles

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Tuesday, 2024-09-03
07:31Revolutionizing Real Estate: How LLMs and API Integration Are Shaping the Future of Property…
https://medium.com/@m.aghababaie/revolutionizing-real-estate-how-llms-and-api-integration-are-shaping-the-future-of-property-3168d1ad9dd8
07:26How Far Can You Automate Equity Research Report Using AI?
https://medium.com/@ganeshshankar_92476/how-far-can-you-automate-equity-research-report-using-ai-6cfc408c7eb8
06:54Rama The Llama Launches Ollama
https://medium.com/@hananke0/rama-the-llama-launches-ollama-9264404a472d
06:42Automating Customer Service and Support with AI Magic
https://dirk-schmidt.medium.com/automating-customer-service-and-support-with-ai-magic-f2315456c6be
06:12LLM and NLP: How These Technologies Help To Reduce Business Costs
https://medium.com/@ossystem9/llm-and-nlp-how-these-technologies-help-to-reduce-business-costs-21bceaf84bd9
05:42Understand 30 pluss LLMs Business Use Cases in 5 minutes Subscribe ❤️
https://manralai.medium.com/understand-30-pluss-llms-business-use-cases-in-5-minutes-subscribe-%EF%B8%8F-494449cecf6a
05:26Smaller, Weaker, yet Better: Training LLM Reasoners via Compute-Optimal Sampling
https://arxiv.org/abs/2408.16737
05:25Build generative AI applications in Go using Amazon Titan Text Premier model
https://itnext.io/build-generative-ai-applications-in-go-using-amazon-titan-text-premier-model-ea508a8106f3
05:21ReMamba: Enhancing Long-Sequence Modeling with a 3.2-Point Boost on LongBench and 1.6-Point Improvement on L-Eval Benchmarks
https://www.marktechpost.com/2024/09/02/remamba-enhancing-long-sequence-modeling-with-a-3-2-point-boost-on-longbench-and-1-6-point-improvement-on-l-eval-benchmarks/
05:20Building a Language Translation API with Langserve, FastAPI, and LangChain
https://aadhil-imam.medium.com/building-a-language-translation-api-with-langserve-fastapi-and-langchain-d4dfd638af39
04:54Building An Extract Transform And Load Pipeline (ETL) For Neo4j GraphRAG Application | Part 2
https://medium.com/@princekrampah/building-an-extract-transform-and-load-pipeline-etl-for-neo4j-graphrag-application-part-2-123be950946e
04:54Building An Extract Transform And Load Pipeline (ETL) For Neo4j GraphRAG Application | Part 2
https://ai.gopubby.com/building-an-extract-transform-and-load-pipeline-etl-for-neo4j-graphrag-application-part-2-123be950946e
04:51How Retrieval-Augmented Generation (RAG) Works
https://medium.com/@punya8147_26846/how-retrieval-augmented-generation-rag-works-928c2d9ccbce
04:19Why Can’t LLMs Like ChatGPT Accurately Determine Whether 9.11 or 9.9 is Larger?
https://medium.com/mr-plan-publication/why-cant-llms-like-chatgpt-accurately-determine-whether-9-11-or-9-9-is-larger-19ce0879b1b2
04:14Enhancing Retrieval Augmented Generation with Two-Stage Retrieval, FlashRank, and Query Expansion
https://medium.com/@sherinegeorge21/enhancing-retrieval-augmented-generation-with-two-stage-retrieval-flashrank-and-query-expansion-ec4089d85e1b
03:42Red-teaming your LLM with ALERT and LlamaCPP
https://medium.com/pythoneers/red-teaming-your-llm-with-alert-and-llamacpp-4519a3e4cfaf
02:26Under the Hood of Llama 3.1 70B Distributed Inference
https://whatdhack.medium.com/under-the-hood-of-llama-3-1-70b-distributed-inference-8b3c03886f22
02:22What is LangChain and its Alternatives?
https://medium.com/@jimwang3589/what-is-langchain-and-its-alternatives-c5f8ab749a5b
00:29Leveraging LLM Power: Integrating Azure OpenAI with Custom Tools
https://medium.com/@anupghogare/leveraging-llm-power-integrating-azure-openai-with-custom-tools-adb88065498f
Monday, 2024-09-02
23:49LLM by Examples: Inference with TinyLlama 1.1B
https://medium.com/@mb20261/llm-by-examples-inference-with-tinyllama-1-1b-4efe083bfc93
23:48LLM by Examples: Fine Tunng and Quantization with TinyLlama 1.1B
https://medium.com/@mb20261/llm-by-examples-fine-tunng-and-quantization-with-tinyllama-1-1b-00caaf58d061
23:47Updates on VLSTLLM Technology for Generative AI
https://generativeai.pub/updates-on-vlstllm-technology-for-generative-ai-762baf9d79fe
22:59Policy: Generative AI (e.g., ChatGPT) is banned
https://meta.stackoverflow.com/questions/421831/policy-generative-ai-e-g-chatgpt-is-banned
22:54Anthropic injecting prompt into API requests
https://twitter.com/jpohhhh/status/1830737983495983614
22:37LLMs as Bridges Reformulating Grounded Multimodal Named Entity Recognition
https://medium.com/@EleventhHourEnthusiast/llms-as-bridges-reformulating-grounded-multimodal-named-entity-recognition-9bbf3aa4a43a
22:28Exploring the Landscape of Language Model Fine-Tuning Datasets
https://medium.com/@mb20261/exploring-the-landscape-of-language-model-fine-tuning-datasets-3d67fea79e88
22:22Building a Smart Semantic Search App for Documents Query: A Step-by-Step Guide
https://monzurularashiut.medium.com/building-a-smart-semantic-search-app-for-documents-query-a-step-by-step-guide-524937cf90c6
22:17Using Q-LORA To Embed a Personality into LLAMA 3.1
https://medium.com/@coldstart_coder/using-q-lora-to-embed-a-personality-into-llama-3-1-95f8cf5d22ac
22:10MemLong: Memory-Augmented Retrieval for Long Text LLM Generation
https://medium.com/@techsachin/memlong-memory-augmented-retrieval-for-long-text-llm-generation-118081c2c545
21:57Llm2vec — A Novel way to unlock the Embedding capabilities of LLMs
https://medium.com/@ElGueddari/llm2vec-a-novel-way-to-unlock-the-embedding-capabilities-of-llms-b1bc0054977b
21:56Unleashing the Power of Piper TTS: Achieve 10x Faster, Real-Time, Local AI-Driven Text-to-Speech…
https://medium.com/@monsuralirana/unleashing-the-power-of-piper-tts-transforming-text-to-speech-10x-faster-with-ai-human-like-voice-eadf2065d66d
21:16Construindo um Prompt para o Gemini
https://medium.com/google-cloud-brasil/construindo-um-prompt-para-o-gemini-3f03ba552675
21:06What is Generative AI? + Key GenAI Vocabulary
https://medium.com/@sean.gahagan/what-is-generative-ai-key-genai-vocabulary-237453864ffd
20:31Reading Notes — LoRA
https://lzhangstat.medium.com/reading-notes-lora-21be4c73a284
20:22LLM output tokens are upto 200x slower than input tokens
https://minusx.ai/blog/input-vs-output-tokens/
19:56Unlocking the Power of GenAI Agents and Digital Twins
https://aisutra.com/unlocking-the-power-of-genai-agents-and-digital-twins-9e4b7e4ef119
19:50Web scraping with GPT-4o: powerful but expensive
https://blancas.io/blog/ai-web-scraper/
19:23LangGraph — Part 1
https://gunjanvi.medium.com/langgraph-part-1-dd37e2936ca9
19:22Revolution in Search: How Perplexity AI Surpasses Google
https://medium.com/@LegionSVK/revolution-in-search-how-perplexity-ai-surpasses-google-927e792711fd
19:08Prompt Engineering Basic Guide
https://medium.com/@Shashi.Kiran.AI/prompt-engineering-basic-guide-69c1b872b872
18:53Offline AI: Run on Windows/Mac/Linux, LLM (Large Language Models with single llamafile.
https://medium.com/free-or-open-source-software/offline-ai-run-on-windows-mac-linux-llm-large-language-models-with-single-llamafile-b79112e0ccad
18:32From Literal to Fluent: The Evolution of Machine Translation
https://medium.com/@khanna.niharika09/from-literal-to-fluent-the-evolution-of-machine-translation-714a19bf1476
18:04Lab #7: 10 Prompt Implementation Patterns You Should Know (Part 1)
https://ai.gopubby.com/lab-7-10-prompt-implementation-patterns-you-should-know-part-1-82e3794ec33f
17:56LLM-PEFT-Methods-Performance-Review
https://medium.com/@gharikrishnareddy7696/llm-peft-methods-performance-review-b831dfaefdb9
17:53Say Goodbye to boring Chatbots by combining Structure (Bot Frameworks) & Flexibility (LLMs)
https://ai.gopubby.com/say-goodbye-to-boring-chatbots-by-combining-structure-bot-frameworks-flexibility-llms-18ae70bc73c5
17:33From Classroom to Code: Must-Try Machine Learning Projects for Students
https://medium.com/@pasanbathiya246/from-classroom-to-code-must-try-machine-learning-projects-for-students-f9f94200158d
17:02Breaking down Meta’s LLaMa 3.1
https://medium.com/@laxmipanch/breaking-down-metas-llama-3-1-4eca6c1a05e2
17:00Simplifying LLM Optimisation
https://cobusgreyling.medium.com/simplifying-llm-optimisation-f82f4ea9e3b3
16:42Forecasting electricity prices with Amazon Chronos
https://medium.com/@fg-research/forecasting-electricity-prices-with-amazon-chronos-c8b86afd7748
16:22Build a Multi-Query RAG pipeline in Langflow
https://medium.com/logspace/build-a-multi-query-rag-pipeline-in-langflow-67d7d43b0699
16:21Creating a Multimodal Agent with CrewAI, Groq, and Replicate
https://medium.com/@kram254/creating-a-multimodal-agent-with-crewai-groq-and-replicate-b90fb8a55949
16:18Supercharging Your AI Applications: Integrating Function Calling with Gpt-4o
https://medium.com/@milenppavlov/supercharging-your-ai-applications-integrating-function-calling-with-gpt-4o-334a36cd2aad
16:01Month in 4 Papers (August 2024)
https://pub.towardsai.net/month-in-4-papers-august-2024-09d3ad9979ec
16:01Behind the AI Curtain: Exposing Critical Vulnerabilities in LLM Applications
https://medium.com/curiously-ai/behind-the-ai-curtain-exposing-critical-vulnerabilities-in-llm-applications-07a161a829e5
15:54Reasoning-Aware Self-Consistency : Leveraging Reasoning Paths for Efficient LLM generation Sampling
https://medium.com/@techsachin/reasoning-aware-self-consistency-leveraging-reasoning-paths-for-efficient-llm-generation-sampling-ea4ac310bd5e
15:44Natural Language Queries Over a Power BI Dataset s— Elastacloud Summer of Code!
https://medium.com/@robmcdonnell95/natural-language-queries-over-a-power-bi-dataset-s-elastacloud-summer-of-code-6b8fa58d207f
15:31Ever wondered how the unread message indicator works at scale of millions?
https://medium.com/nerd-for-tech/ever-wondered-how-the-unread-message-indicator-works-at-scale-of-millions-6ee319d26bb8
15:28All You Need to know about RAG — When, Why, and How to use it?
https://millenniumbismay.medium.com/all-you-need-to-know-about-rag-when-why-and-how-to-use-it-1d70ec2f2ea4
15:14Talk to X(Twitter) data
https://wire.insiderfinance.io/talk-to-x-twitter-data-6e268ced03ca
15:13What are RAG Evaluators (2/3)
https://medium.com/@nimeeshsharma/what-are-rag-evaluators-2-3-94e9e7d5feb3
15:06How to Improve LLM Responses With Better Sampling Parameters
https://towardsdatascience.com/how-to-improve-llm-responses-with-better-sampling-parameters-b31a348381f7
14:42How to Train AI Agents with crewai.
https://medium.com/@samarrana407/how-to-train-ai-agents-with-crewai-1e3a2cf74712
14:11The Gold Standard for Production-Ready LLM Orchestration
https://medium.com/@jldevtech/the-gold-standard-for-production-ready-llm-orchestration-003f27646b2a
14:01Meta’s Transfusion - A Game Changer Model!!
https://pub.towardsai.net/metas-transfusion-a-game-changer-model-ac8e4c4be503
13:57LLMs for Developers: A Practical Guide to Licensing and Ethical Use
https://medium.com/@callingmahendra/llms-for-developers-a-practical-guide-to-licensing-and-ethical-use-d40582a9dc32
13:49AI at Work: Automating Meeting Transcriptions(Assembly.ai) and Performance Reviews(Multimodal RAG)
https://medium.com/@mohantydibyajyoti47/ai-at-work-automating-meeting-transcriptions-assembly-ai-and-performance-reviews-multimodal-rag-112e27a9be2c
13:30How to Run Llama 3 Locally and Integrate It into Your Applications with a Free REST API: A Complete…
https://sameerk2k01.medium.com/how-to-run-llama-3-locally-and-integrate-it-into-your-applications-with-a-free-rest-api-a-complete-57f158c7139e
13:13Recommendation System Using LLM, Part 7
https://medium.com/@linghuang_76674/recommendation-system-using-llm-part-7-afca15ecb0f4
12:53Grounding Techniques for Large Language Models
https://medium.com/technology-nineleaps/grounding-techniques-for-large-language-models-53d21efc8b6d
12:34Inside GameNGen: Google DeepMind’s New Model that can Simulate Entire 1993’s DOOM Game in Real Time
https://pub.towardsai.net/inside-gamengen-google-deepminds-new-model-that-can-simulate-entire-1993-s-doom-game-in-real-time-6f2dab764bb5
12:33Why AI Models like GPT4o are still inefficient and can Never Cross This Line
https://medium.com/pythoneers/why-ai-models-like-gpt4o-are-still-inefficient-and-can-never-cross-this-line-1571b84e76b9
12:33Bio-Informatics is Beyond LLMs
https://medium.com/pythoneers/bio-informatics-is-beyond-llms-1ace649dfe16
12:31Do your research: the STORM method for improving long-form document generation
https://medium.com/one-cool-thing/do-your-research-the-storm-method-for-improving-long-form-document-generation-06e51efb49da
12:31Apache SeaTunnel 2.3.7 Released: New Support for Large Language Model Data Transformation
https://apacheseatunnel.medium.com/apache-seatunnel-2-3-7-released-new-support-for-large-language-model-data-transformation-6f8f73a2fcde
12:29Code Without Any Syntax
https://pub.towardsai.net/code-without-any-syntax-0c7a0c5d27b4
12:21A Revolução do Processamento de Linguagem Natural: Impactos e Aplicações no Mundo dos Negócios
https://medium.com/@wilton_21143/a-revolu%C3%A7%C3%A3o-do-processamento-de-linguagem-natural-impactos-e-aplica%C3%A7%C3%B5es-no-mundo-dos-neg%C3%B3cios-028f2500f140
12:19Tracing — Why it’s essential for Agentic & Compound AI Systems
https://medium.com/@vandan.parmar/tracing-why-its-essential-for-agentic-compound-ai-systems-b9a341908c28
11:38Understanding the Air India-Vistara Merger: Key Changes and Impacts
https://medium.com/@andy1729/understanding-the-air-india-vistara-merger-key-changes-and-impacts-c7d565439857
11:27Microsoft-CrowdStrike issue causes ‘largest IT outage in history’
https://medium.com/@andy1729/microsoft-crowdstrike-issue-causes-largest-it-outage-in-history-59a1f396eb2a
11:00Introducing the New Window.ai: Free AI Model Control for Your Web Apps
https://shaxadd.medium.com/introducing-the-new-window-ai-free-ai-model-control-for-your-web-apps-a41b6c0499ab
10:51Zero-Shot Learning vs. Few-Shot Learning vs. Fine Tuning
https://medium.com/@sophiamsac/zero-shot-learning-vs-few-shot-learning-vs-fine-tuning-07e6c9fd4fda
10:44The Carbon Footprint of LLMs — A Disaster in Waiting?
https://nathanbaileyw.medium.com/the-carbon-footprint-of-llms-a-disaster-in-waiting-6fc666235cd0
10:23Leveraging Sparse and Dense Vectors for Real-Time Financial Market Analysis
https://medium.com/@gayathrisaranathan/leveraging-sparse-and-dense-vectors-for-real-time-financial-market-analysis-257ed61c907a
10:10Getting Work Done with GenAI: Just do the opposite — 10 contrarian rules that may actually work
https://medium.com/@darrenoberst/getting-work-done-with-genai-just-do-the-opposite-10-contrarian-rules-that-may-actually-work-634501602a27
09:54How to Make Your Product AI-Driven with Large Language Models (LLMs)
https://medium.com/@centizennationwide/how-to-make-your-product-ai-driven-with-large-language-models-llms-e63b75413b7c
09:52Optimizing Airport METAR Forecasts with Machine Learning and LLM Techniques
https://robinat539.medium.com/optimizing-airport-metar-forecasts-with-machine-learning-and-llm-techniques-4da2f13025e9
09:45LLM-Based Solutions: Why LLM Technologies Are the Key to Outsmarting Your Competition?
https://medium.com/ailogic/llm-based-solutions-key-to-outsmarting-competition-34b450c36892
09:32When CrewAI meets Arduino
https://medium.com/@miguel.otero.pedrido.1993/when-crewai-meets-arduino-d69d32e84153
09:13How to reduce a Large Language Model to 450MB?
https://generativeai.pub/how-to-reduce-a-large-language-model-to-450mb-3fda04d88578
09:10Enhancing Your RAG Pipeline: Adding Semantic Routing for Intent Handling
https://medium.com/@shriyansnaik/enhancing-your-rag-pipeline-adding-semantic-routing-for-intent-handling-d95272123460
09:03Fine-Tuning LLM model (Meta-Llama-3.1–8B) for Text-to-SQL Data
https://medium.com/@raftaarrashedin100/fine-tuning-llm-model-meta-llama-3-1-8b-for-text-to-sql-data-ea5a07620dd3
08:48How to Run Ollama Locally Using Docker
https://khodeprasad.medium.com/how-to-run-ollama-locally-using-docker-2a5bdd90cc20
08:27Putting the (Gen AI) Puzzle Together
https://medium.com/@kristina.stoitsova_19354/putting-the-gen-ai-puzzle-together-9470c3aaef7a
08:19Elevating UX for AI-first products
https://medium.com/@lequime/elevating-ux-for-ai-first-products-ab7e20132436
08:19RAG: The Secret Sauce for Sharper, Smarter AI
https://medium.com/@sharmashrutiy7/rag-the-secret-sauce-for-sharper-smarter-ai-74096210bd56
08:16The Prompt Paradox: Why Your AI Doesn’t Understand You (And How to Fix It)
https://medium.com/@avinashndatascientist/the-prompt-paradox-why-your-ai-doesnt-understand-you-and-how-to-fix-it-ece1812831a6
07:53How Model Collapse could revive authentic human communities
https://mathewlowry.medium.com/how-model-collapse-could-revive-authentic-human-communities-e723d8048ef3
07:52GraphRAG (Graph Retrieval-Augmented Generation)
https://medium.com/@chnwsw01/graphrag-graph-retrieval-augmented-generation-72ab921421a3
07:50Retrieval Augmented Generation Frameworks: AutoGen
https://admantium.medium.com/retrieval-augmented-generation-frameworks-autogen-1e95735520ba
07:03The Code Canaries Are Singing — Our Path Toward AGI
https://akiranin.medium.com/the-code-canaries-are-singing-our-path-toward-agi-6c234cae0189
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