LLM News and Articles

https://medium.com/gptalk/stop-ai-from-bluffing-how-rag-delivers-accurate-up-to-date-facts-7d0bbc1a456d

https://medium.com/@thcookieh/implement-better-ai-models-using-rags-improve-your-llm-by-300-1a537332d60e

https://maddymaster.medium.com/implementing-retrieval-augmented-generation-rag-with-large-language-models-llms-35d9930d5592

https://www.marktechpost.com/2024/08/24/heterogeneous-mixture-of-experts-hmoe-enhancing-model-efficiency-and-performance-with-diverse-expert-capacities/

https://www.marktechpost.com/2024/08/24/magicdec-unlocking-up-to-2x-speedup-in-llama-models-for-long-context-applications/

https://medium.com/@thcookieh/implementa-mejores-modelos-de-ia-usando-rags-mejora-un-300-tu-llm-eb06a7e6097d

https://medium.com/@aliayubi167/chat-vox-da34d3efd8df

https://medium.com/@modelfusion/building-a-saas-website-from-scratch-8628bf266136

https://gregsramblings.com/stupid-but-useful-ai-tricks-creating-calendar-entries-from-an-image-using-anthropic-claude-35

https://medium.com/@prule70/using-gen-ai-to-help-with-coding-99cecb3b091a

https://medium.com/gptalk/jamba-1-5-crunching-huge-documents-fast-on-single-gpu-7be82b2e27f9

https://generativeai.pub/large-language-model-enigma-machine-8e06fe1228c2

https://medium.com/@anthony.demeusy/a-light-weight-no-cost-implementation-of-web-based-retrieval-augmented-generation-548a898ed313

https://old.reddit.com/r/StableDiffusion/comments/1f0hs79/you_can_train_handwriting_loras_with_flux

https://jchyip.medium.com/company-songs-generative-ai-and-product-life-cycles-2f70f43b7a7f

https://medium.com/@_jeremy_/ex%C3%A9cuter-phi-3-mini-4k-instruct-localement-avec-llama-cpp-un-guide-%C3%A9tape-par-%C3%A9tape-9360720de591

https://medium.com/@_jeremy_/running-phi-3-mini-4k-instruct-locally-with-llama-cpp-a-step-by-step-guide-3e070763f697

https://medium.com/@justinking_2311/setting-up-an-ollama-server-with-gpu-on-aws-and-integrating-with-a-net-blazor-server-app-a2a8a0f41773

https://pub.towardsai.net/a-real-life-use-case-with-codes-build-an-ai-powered-research-assistant-with-llama3-llamaindex-ad105a3eda77

https://medium.com/@Iammilansoni/navigating-the-future-of-ai-my-journey-as-a-3rd-year-btech-student-and-what-you-should-know-about-f3fcf5e309c7

https://medium.com/@ygeszvain/tutorial-using-llm-and-langchain-to-power-up-ai-for-database-with-chatbot-part-1-82d84c0f403a

https://medium.com/@Lorenzo_Pozzi/improve-rag-systems-learning-from-mistakes-60f63d779dc2

https://twitter.com/karpathy/status/1827143768459637073

https://kshitijkutumbe.medium.com/harnessing-llms-for-knowledge-graph-construction-on-indian-healthcare-extracting-concepts-and-a580de674171

https://medium.com/@mohammedhs404/bringing-ai-home-your-private-llm-chat-alternative-to-chatgpt-755ae70b4989

https://medium.com/@pgadityasingh/grok-2-is-here-can-it-improve-your-writing-and-stories-c36f17aca97e

https://medium.com/@mehar.chand.cloud/what-is-an-llm-agent-and-how-can-you-leverage-it-in-your-applications-42ae9f4f6faf

https://python.plainenglish.io/exploring-perplexity-a-concise-guide-with-python-code-cfc201ba6c1a

https://pub.towardsai.net/when-not-to-use-graphrag-02a80d77fcbf

https://www.llmwatch.com/p/automated-design-of-agentic-systems

https://cplu.medium.com/would-agi-pray-to-digital-angles-a-brief-history-of-causality-from-plato-and-aristotle-to-pearl-f12faf081b68

https://python.plainenglish.io/how-does-an-llm-sample-a-sentence-ac64b741414f

https://medium.com/@hasfatauil12/exploring-lora-low-rank-adaptation-c58b7192e5ba

https://medium.com/@saumil23/exploring-ai-innovations-insights-on-microsofts-phi-3-5-mini-and-nvidia-s-slm-33b4fedf409e

https://blog.stephenturner.us/p/biorecap-r-package-for-summarizing-biorxiv-preprints-local-llm

https://medium.com/@mpuig/practical-implementation-and-future-directions-0a3b8e87f229

https://medium.com/@jmugan/the-top-30-books-to-expand-the-capabilities-of-ai-a-biased-reading-list-f521bed51dbc

https://ai.gopubby.com/fine-tuning-small-language-models-for-ai-agent-tool-utilization-fcb10a1bbf51

https://medium.com/@mpuig/colbert-and-beyond-advancing-retrieval-techniques-81df1b2324d6

https://medium.com/@ianormy/microsoft-graphrag-with-an-rdf-knowledge-graph-part-3-328f85d7dab2

https://kaleidoscopesharts.medium.com/i-am-0d2b573cc71f

https://medium.com/enterprise-rag/importing-your-unstructured-triples-into-whyhow-ai-notebook-demonstration-3f424a2b27a5

https://medium.com/@mpuig/bi-encoders-and-cross-encoders-two-sides-of-the-retrieval-coin-06a95fe18619

https://medium.com/@praveengovi/navigating-the-genai-revolution-ubers-strategic-approach-to-ai-transformation-2cbf9861586a

https://medium.com/@mpuig/embedding-models-in-rag-systems-the-cornerstone-of-effective-retrieval-f2c888d69744

https://medium.com/@mpuig/rag-systems-vs-traditional-language-models-a-new-era-of-ai-powered-information-retrieval-887ec31c15a0

https://medium.com/@kts.ramamoorthy07/building-a-small-retrieval-augmented-generation-rag-application-an-end-to-end-guide-9c7fab887ee2

https://donmoon.medium.com/inference-optimizations-1-continuous-batching-03408c673098

https://josecamachocollados.medium.com/are-llms-and-in-context-learning-enough-for-nlp-b05221144bd8

https://medium.com/snowflake/processing-unstructured-data-with-snowflake-cortex-ai-807f880b9c4e

https://medium.com/@armaansinghbhau8/navigating-the-ethical-and-practical-challenges-of-large-language-models-084aa0784a20

https://masteringllm.medium.com/how-openai-or-deepmind-calculates-cost-of-training-a-transformer-based-models-b0b629f0942b

https://medium.com/@edmond.po/direct-preference-optimization-a-novel-approach-to-language-model-alignment-1f829d4ac306

https://medium.com/@txartblock/a-guide-to-run-llm-on-akash-network-with-koboldcpp-8edee116afcd

https://medium.com/@abdulvahapmutlu/a-game-changer-you-can-now-create-a-chatbot-for-any-github-repo-using-llama-3-1-405b-or-70b-63e936b44e9e

https://medium.com/@kiangyeow/reannotated-transformer-450633432baa

https://medium.com/@williechu1125/my-internship-experiences-as-a-machine-learning-engineer-94ae6f54c95e

https://notes.dsebastien.net/30+Areas/33+Permanent+notes/33.02+Content/How+to+train+a+FLUX.1+LoRA

https://medium.com/@cognidownunder/grok-2-elon-musks-ai-lovechild-that-s-making-gpt-4-sweat-f4fb1d8198b7

https://medium.com/@fraidoonomarzai99/introduction-to-generative-ai-and-llm-in-depth-aaf4bb5546ff

https://medium.com/dev-ai/rag-pt-1-vector-db-what-is-the-difference-f4a9702f26da

https://medium.com/@jain.ajanuj/understanding-spreadsheetllm-a-novel-approach-to-spreadsheet-data-processing-f7788553bdc5

https://medium.com/@tsunhanchiang/building-a-production-ready-chatbot-knowledge-rag-and-search-1-4492ab00028e

https://medium.com/ailogic/decentralized-uncensored-llm-model-is-decentralized-ai-the-key-to-true-freedom-41a6fecc6c08

https://ojasvinsood.medium.com/introduction-to-basics-of-quantization-in-large-language-models-649d419c3c0e

https://medium.com/@naman1011/fine-tuning-flux-1-customizing-your-ai-image-generator-58f75e7ffe6d

https://medium.com/firebird-technologies/kpai-a-new-way-to-look-at-business-metrics-75eaf0da8dbd

https://medium.com/@jakob.rohrhirsch/implementing-retrieval-augmented-generation-rag-into-a-local-large-language-model-95395477de7d

https://medium.com/codex/building-a-llm-comment-summarization-component-d0456cc23792

https://medium.com/@pta.forwork/the-ai-revolution-in-quantitative-finance-how-llms-are-reshaping-trading-strategies-828ea572364b

https://bobrupakroy.medium.com/understanding-condense-a-new-approach-to-optimizing-large-language-models-99397a5da011

https://generativeai.pub/building-efficient-applications-with-few-shot-classification-6afee7a4db43

https://generativeai.pub/what-causes-llm-hallucinations-26c10bbb03ae

https://generativeai.pub/generative-ai-in-business-great-potential-greater-challenges-52af2ab9dd67

https://medium.com/@abdulwasiueunk/retrieval-augmented-generation-rag-6bb8f7ab2f3c

https://medium.com/@yujinisgr8/human-ai-interaction-playbook-9b9effd049c7

https://gabrielgomes61320.medium.com/advanced-rag-techniques-the-llmcompiler-approach-ed3ecf1ddb43

https://medium.com/@modelfusion/unleash-the-full-potential-of-ai-with-modelfusion-your-ultimate-ai-companion-38422c9eaeeb

https://medium.com/pat-inc/llms-missing-language-5a13bbde4719

https://medium.com/@mbonsign/from-emotionless-machines-to-intuitive-intelligences-rethinking-ai-cognition-9bf7e1e59233

https://medium.com/autonomous-agents/the-mathematical-essence-of-loss-function-design-in-deep-neural-networks-9dc76b08406c

https://medium.com/@amosmaru10/fine-tuning-openai-gpt-models-a-comprehensive-step-by-step-guide-0f98623789fb

https://www.boundaryml.com/blog/sota-function-calling

https://medium.com/@chandadipendu/databricks-generative-ai-engineer-associate-certification-study-guide-part-1-70cf3c483085

https://github.com/linkedin/Liger-Kernel

https://www.marktechpost.com/2024/08/23/ai21-labs-released-jamba-1-5-family-of-open-models-jamba-1-5-mini-and-jamba-1-5-large-redefining-long-context-ai-with-unmatched-speed-quality-and-multilingual-capabilities-for-global-enterprises/

https://runeberg.medium.com/getting-started-with-local-ai-llms-in-three-easy-steps-bddebcf26570

https://pub.towardsai.net/simplifying-llm-development-treat-it-like-regular-ml-5b0648c9c938

https://medium.com/@nastiya.levchenko/semantic-search-battle-vertex-ai-vs-table-search-for-shops-df6136f21d66

https://medium.com/@seifmamdouh7878/knowledge-diaries-i-launched-an-open-source-dev-tool-3544eefd2595

https://medium.com/@vaibhavdahiya/chat-with-your-personal-pdf-free-using-cohere-4c9e7b2561af

https://blog.gopenai.com/intent-detection-using-llms-ba857f673260

https://medium.com/@iqrahamzaworks/integrating-ai-models-in-next-js-5423c27aa30e

https://ai.gopubby.com/lab-6-chat-with-cloud-diagram-agent-chatgpt-langchain-streamlit-67ac3e211933

https://medium.com/dair-ai/prompt-caching-with-claude-3-5-sonnet-e59c91eeda9c

https://medium.com/@shivam_23581/navigating-the-cost-landscape-of-llms-in-production-strategies-for-optimization-and-informed-e252d8307209

https://www.marktechpost.com/2024/08/23/this-ai-paper-by-national-university-of-singapore-introduces-a-comprehensive-survey-of-language-models-for-tabular-data-analysis/

https://medium.com/@hborobia/automating-table-of-content-extraction-and-filtering-in-papers-with-llamaindex-7fc6a7cd3aae

https://www.cnbc.com/2024/08/22/perplexity-ai-plans-to-start-running-search-ads-in-fourth-quarter.html

https://www.llmwatch.com/p/agent-ception-when-agents-are-creating