Machine Learning Tech Brief By HackerNoon

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Learn the latest machine learning updates in the tech world.

  1. ‘Auggie CLI’ Marks Augment’s Push Into Terminal-Based AI Development

    -9 H

    ‘Auggie CLI’ Marks Augment’s Push Into Terminal-Based AI Development

    This story was originally published on HackerNoon at: https://hackernoon.com/auggie-cli-marks-augments-push-into-terminal-based-ai-development. Augment launches Auggie CLI, an AI coding agent designed for terminal use, enhancing team collaboration and efficiency in software development. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #auggie-cli, #augment, #augment-code-cli, #terminal-based-ai, #terminal-based-ai-dev, #ai-native-development, #augment-code-review, and more. This story was written by: @ainativedev. Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com. Augment launches Auggie CLI, an AI coding agent designed for terminal use, enhancing team collaboration and efficiency in software development alongside existing platforms like Claude Code and Gemini CLI.

    7 min
  2. Stop Waiting: Make XGBoost 46x Faster With One Parameter Change

    -9 H

    Stop Waiting: Make XGBoost 46x Faster With One Parameter Change

    This story was originally published on HackerNoon at: https://hackernoon.com/stop-waiting-make-xgboost-46x-faster-with-one-parameter-change. Speed up XGBoost training by 46x with one parameter change. Learn how GPU acceleration saves hours, boosts iteration, and scales to big data. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #feature-engineering, #xgboost, #gpu-acceleration, #nvidia, #nvidia-a100-gpu, #data-science, #cuda, #hackernoon-top-story, and more. This story was written by: @paoloap. Learn more about this writer by checking @paoloap's about page, and for more stories, please visit hackernoon.com. XGBoost has built-in support for NVIDIA CUDA, so tapping into GPU acceleration doesn’t require new libraries or code rewrites. This single change can make your training 5–15x faster on large datasets. The Proof: A 46x Speed-up on Amex Default Prediction.

    10 min
  3. AI Unleashes a 50x Leap in Stem Cell Reprogramming: OpenAI's GPT-4b Micro Changes the Game for Life

    -1 J

    AI Unleashes a 50x Leap in Stem Cell Reprogramming: OpenAI's GPT-4b Micro Changes the Game for Life

    This story was originally published on HackerNoon at: https://hackernoon.com/ai-unleashes-a-50x-leap-in-stem-cell-reprogramming-openais-gpt-4b-micro-changes-the-game-for-life. This article is about collaboration between OpenAI and Retro Biosciences to accelerate life sciences research through AI. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #ai-for-science, #openai, #openai-retro-biosciences, #ai-in-healthcare, #gpt-4b-micro, #stem-cell-reprogramming, #protein-engineering, and more. This story was written by: @hacker-Antho. Learn more about this writer by checking @hacker-Antho's about page, and for more stories, please visit hackernoon.com. A collaboration between OpenAI and Retro Biosciences offers a compelling glimpse into this future. The two organizations have leveraged a specialized AI model, GPT-4b micro, to achieve an astonishing 50-fold increase in the expression of stem cell reprogramming markers. This isn't just an incremental improvement; it's a dramatic acceleration that could reshape regenerative medicine and anti-aging research.

    10 min
  4. A Quick Guide to Quantization for LLMs

    -2 J

    A Quick Guide to Quantization for LLMs

    This story was originally published on HackerNoon at: https://hackernoon.com/a-quick-guide-to-quantization-for-llms. Quantization is a technique that reduces the precision of a model’s weights and activations. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #llm, #large-language-models, #artificial-intelligence, #quantization, #technology, #quantization-for-llms, #ai-quantization-explained, and more. This story was written by: @jmstdy95. Learn more about this writer by checking @jmstdy95's about page, and for more stories, please visit hackernoon.com. Quantization is a technique that reduces the precision of a model’s weights and activations. Quantization helps by: Shrinking model size (less disk storage) Reducing memory usage (fits in smaller GPUs/CPUs) Cutting down compute requirements.

    4 min
  5. Cursor’s Credit-Based Plans Leave Developers Puzzled, Frustrated

    -2 J

    Cursor’s Credit-Based Plans Leave Developers Puzzled, Frustrated

    This story was originally published on HackerNoon at: https://hackernoon.com/cursors-credit-based-plans-leave-developers-puzzled-frustrated. Cursor's new pricing model sparks community backlash as it shifts from a request-based to a credit-based system. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #cursor, #cursor-ai-pricing, #cursor-ai-pricing-news, #cursor-usage-caps, #cursor-usage-tracker, #ai-native-development, #hackernoon-top-story, and more. This story was written by: @ainativedev. Learn more about this writer by checking @ainativedev's about page, and for more stories, please visit hackernoon.com. Cursor's new pricing model sparks community backlash as it shifts from a request-based to a credit-based system.

    8 min
  6. The Ethics of Local LLMs: Responding to Zuckerberg's "Open Source AI Manifesto"

    05/08/2024

    The Ethics of Local LLMs: Responding to Zuckerberg's "Open Source AI Manifesto"

    This story was originally published on HackerNoon at: https://hackernoon.com/the-ethics-of-local-llms-responding-to-zuckerbergs-open-source-ai-manifesto. This post explains the reason why Zuckerberg integrated Fediverse and open-sourced LLaMA, and it is not because of his virtue. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #large-language-models, #open-source, #free-software, #philosophy, #llama, #critical-theory, #ecology, #hackernoon-top-story, and more. This story was written by: @techshinobi. Learn more about this writer by checking @techshinobi's about page, and for more stories, please visit hackernoon.com. This post explains the reason why Zuckerberg integrated Fediverse and open-sourced LLaMA, and it is not because of his virtue. And why FOSS is the way to cure Capitalism's disease and to save our environment?

    13 min
  7. How to Leverage LLMs for Effective and Scalable Software Development

    05/08/2024

    How to Leverage LLMs for Effective and Scalable Software Development

    This story was originally published on HackerNoon at: https://hackernoon.com/how-to-leverage-llms-for-effective-and-scalable-software-development. The following are some key coding principles and development practices that can be applied to LLM-assisted software development Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #llms, #claude-3.5-sonnet, #prompt-engineering, #software-architecture, #llms-guide, #scalable-software-development, #hackernoon-top-story, #component-based-architecture, and more. This story was written by: @bishalbaral. Learn more about this writer by checking @bishalbaral's about page, and for more stories, please visit hackernoon.com. YCombinator CEO Garry Tan tweeted a post by a YCombinator Reddit community member about writing code with Claude 3.5 Sonnet. The post highlighted the importance of making sound architectural and infrastructural decisions as a crucial part of their day-to-day LLM use.

    5 min
  8. How to Use GaiaNet Chat: A Step-by-Step Guide

    04/08/2024

    How to Use GaiaNet Chat: A Step-by-Step Guide

    This story was originally published on HackerNoon at: https://hackernoon.com/how-to-use-gaianet-chat-a-step-by-step-guide. This article tell the process of setting up and using GaiaNet Chat, highlighting its features and providing practical tips for maximizing its potential Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #ai, #chatbots, #gaianet, #artificial-intelligence, #tech-tutorial, #chatgpt-alternatives, #new-chatbots, #genai-agents, and more. This story was written by: @zulfanbaswed. Learn more about this writer by checking @zulfanbaswed's about page, and for more stories, please visit hackernoon.com. GaiaNet Chat is a powerful AI-driven chat interface that makes it easy to interact with various models for different purposes. With its intuitive interface and powerful nodes, you can get the assistance you need quickly and efficiently. Here’s a step-by-step guide on how to use GaiaNet Chat.

    3 min
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Learn the latest machine learning updates in the tech world.

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