Machine Learning Tech Brief By HackerNoon

Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon episodes

  • Run Llama Without a GPU! Quantized LLM with LLMWare and Quantized Dragon

    This story was originally published on HackerNoon at: https://hackernoon.com/run-llama-without-a-gpu-quantized-llm-with-llmware-and-quantized-dragon.


    Use AI miniaturization to get high-level performance out of LLMs running on your laptop!
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #llm, #chatgpt, #quantization, #rag, #python, #mlops, #gpu-infrastructure, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @shanglun. Learn more about this writer by checking @shanglun's about page,
    and for more stories, please visit hackernoon.com.


    As GPU resources become more constrained, miniaturization and specialist LLMs are slowly gaining prominence. Today we explore quantization, a cutting-edge miniaturization technique that allows us to run high-parameter models without specialized hardware.

    16 min
  • ControlNet: Changing The Image Generation Game with Precise Spatial Control

    This story was originally published on HackerNoon at: https://hackernoon.com/controlnet-changing-the-image-generation-game-with-precise-spatial-control.


    Models like GPT-4V would not have been possible without the idea of ControlNet
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #generative-ai, #deep-learning, #neural-networks, #controlnet, #image-generation, #spatial-control, #generative-models, #stable-diffusion, and more.


    This story was written by: @aibites. Learn more about this writer by checking @aibites's about page,
    and for more stories, please visit hackernoon.com.


    This article goes through the ControlNet architecture, how it integrates with Stable Diffusion and finally some practical results of the integration

    10 min
  • A Quick OpenAI Model Deprecation Guide

    This story was originally published on HackerNoon at: https://hackernoon.com/a-quick-openai-model-deprecation-guide.


    On Jan 4, OpenAI will retire 33 models, including GPT-3 (text-davinci-003) and various others. This is OpenAI's biggest model deprecation so far.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #openai, #gpt-4, #gpt-3, #openai-model-deprecation, #openai-news, #retired-ai-models, #fine-tunes-endpoint-retirement, #chatgpt-updates, and more.


    This story was written by: @vrv. Learn more about this writer by checking @vrv's about page,
    and for more stories, please visit hackernoon.com.


    On Jan 4, OpenAI will retire 33 models, including GPT-3 (text-davinci-003) and various others. You must manually transition to the replacement model, gpt-3.5-turbo-instruct. All embedding models except for text-embedding-ada-002 will be shutdown on Jan 4.

    3 min
  • AI-Powered Tools That Doubled My Development Speed

    This story was originally published on HackerNoon at: https://hackernoon.com/ai-powered-tools-that-doubled-my-development-speed.


    A few AI-powered tools that improved my productivity in software engineering.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #artificial-intelligence, #gpt, #openai, #productivity, #javascript, #agent, #ai-powered-tools, #ai-applications, and more.


    This story was written by: @ukanwat. Learn more about this writer by checking @ukanwat's about page,
    and for more stories, please visit hackernoon.com.

    7 min
  • Need More Relevant LLM Responses? Address These Retrieval Augmented Generation Challenges

    This story was originally published on HackerNoon at: https://hackernoon.com/need-more-relevant-llm-responses-address-these-retrieval-augmented-generation-challenges-part-1.


    we look at how suboptimal embedding models, inefficient chunking strategies and a lack of metadata filtering can make it hard to get relevant responses from you
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #retrieval-augmented-generation, #vector-search, #vector-database, #llms, #embedding-models, #ada-v2, #jina-v2, #good-company, and more.


    This story was written by: @datastax. Learn more about this writer by checking @datastax's about page,
    and for more stories, please visit hackernoon.com.


    we look at how suboptimal embedding models, inefficient chunking strategies and a lack of metadata filtering can make it hard to get relevant responses from your LLM. Here’s how to surmount these challenges.

    14 min
  • How to Integrate Artificial Intelligence as an Integral Member of Your Team

    This story was originally published on HackerNoon at: https://hackernoon.com/how-to-integrate-artificial-intelligence-as-an-integral-member-of-your-team.


    Integrating AI into the workforce can bring about a multitude of advantages, particularly when it comes to honing decision-making acumen.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai-in-workplace, #diversity-in-the-workplace, #workplace-transformation, #hybrid-workplaces, #future-of-ai, #ai-technology, #ai-revolution, #ai-tools, and more.


    This story was written by: @christinechen. Learn more about this writer by checking @christinechen's about page,
    and for more stories, please visit hackernoon.com.


    Integrating AI into the workforce can bring about a multitude of advantages, particularly when it comes to honing decision-making acumen.

    6 min
  • Querying News Articles Via a Streamlit App Using OpenAI, Langchain, and Qdrant DB

    This story was originally published on HackerNoon at: https://hackernoon.com/querying-news-articles-via-a-streamlit-app-using-openai-langchain-and-qdrant-db.


    By learning from users’ past queries and interactions, chatbots can present more relevant and personalized news articles.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #openai-project, #langchain-project, #qdrant-db-project, #querying-news-articles, #building-a-streamlit-app, #streamlit-app-guide, #python-projects, #building-a-news-chatbot, and more.


    This story was written by: @hacker4897555. Learn more about this writer by checking @hacker4897555's about page,
    and for more stories, please visit hackernoon.com.


    By learning from users’ past queries and interactions, chatbots can present more relevant and personalized news articles.

    7 min
  • Welcome to 2024: The Year Computing Changes Forever

    This story was originally published on HackerNoon at: https://hackernoon.com/welcome-to-2024-the-year-computing-changes-forever.


    Computing is changing on every basic and fundamental level. Generative AI is one piece of that computing puzzle, and VERSES AI is building the framework.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #agi, #active-inference-ai, #nvidia, #generative-ai, #verses-ai, #web3.0, #future-of-ai, #machine-learning, and more.


    This story was written by: @deniseholt. Learn more about this writer by checking @deniseholt's about page,
    and for more stories, please visit hackernoon.com.


    Computing is changing on every basic and fundamental level. Generative AI is one piece of that computing puzzle. It’s a massive tool in this next era, but it’s not the framework for the computing, itself. What VERSES is building IS that framework.

    8 min
  • Winning the Sales Pitch Tug of War with AI

    This story was originally published on HackerNoon at: https://hackernoon.com/winning-the-sales-pitch-tug-of-war-with-ai.


    Mastering the tug of war between sellers and buyers is a skill every sales professional needs to have.
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #ai, #ai-sales-tools, #using-ai-for-sales, #artificial-intelligence, #artificial-intelligence-trends, #sales-tech, #sales-ai-assistant, #ai-in-sales, and more.


    This story was written by: @eldadpostankoren. Learn more about this writer by checking @eldadpostankoren's about page,
    and for more stories, please visit hackernoon.com.


    Mastering the tug of war between sellers and buyers is a skill every sales professional needs to have.

    7 min
  • A Conversation with Picatrix Picori — The Manga-Style AI Illustrator

    This story was originally published on HackerNoon at: https://hackernoon.com/a-conversation-with-picatrix-picori-the-manga-style-ai-illustrator.


    Discover the groundbreaking "pirate-entrepreneur" approach of AI artist Picatrix Picori
    Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning.
    You can also check exclusive content about #manga-style-ai-illustrator, #manga-style-ai-image-prompts, #picatrix-picori-ai-artist, #ai-artists, #ai-art-generation-prompts, #who-is-picatrix-picori, #ai-generated-manga, #hackernoon-top-story, #hackernoon-es, #hackernoon-hi, #hackernoon-zh, #hackernoon-fr, #hackernoon-bn, #hackernoon-ru, #hackernoon-vi, #hackernoon-pt, #hackernoon-ja, #hackernoon-de, #hackernoon-ko, #hackernoon-tr, and more.


    This story was written by: @akasha. Learn more about this writer by checking @akasha's about page,
    and for more stories, please visit hackernoon.com.


    Discover the groundbreaking "pirate-entrepreneur" approach of Manga AI artist Picatrix Picori, who pioneers minimal resource consumption and detachment from corporate constraints in his artistic journey. Learn how this innovative vision redefines the essence of being an AI artist, promotes community-regulated guidelines, and fosters a world where independent artists prioritize creativity and personal mythos over mainstream influence. Explore the exciting opportunities for artists to develop unique styles and brands in the digital era.

    27 min

About Machine Learning Tech Brief By HackerNoon

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Learn the latest machine learning updates in the tech world.

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