Simplifying Transformer Models for Faster Training and Better Performance

Machine Learning Tech Brief By HackerNoon

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Tom Segura: A Joke About Supermodels 2:40

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Tom Segura jokes about supermodels in his Netflix special, "Sledgehammer".

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This story was originally published on HackerNoon at: https://hackernoon.com/simplifying-transformer-models-for-faster-training-and-better-performance.
Simplifying transformer models by removing unnecessary components boosts training speed and reduces parameters, enhancing performance and efficiency.
Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning. You can also check exclusive content about #deep-learning, #transformer-architecture, #simplified-transformer-blocks, #neural-network-efficiency, #deep-transformers, #signal-propagation-theory, #neural-network-architecture, #transformer-efficiency, and more.
This story was written by: @autoencoder. Learn more about this writer by checking @autoencoder's about page, and for more stories, please visit hackernoon.com.
Simplifying transformer blocks by removing redundancies results in fewer parameters and increased throughput, improving training speed and performance without sacrificing downstream task effectiveness.

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Simplifying Transformer Models for Faster Training and Better Performance

Machine Learning Tech Brief By HackerNoon

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כל הפרקים

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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This story was originally published on HackerNoon at: https://hackernoon.com/ai-safety-and-alignment-could-llms-be-penalized-for-deepfakes-and-misinformation-ecabdwv . Penalty-tuning for LLMs: Where they can be penalized for misuses or negative outputs, within their awareness, as another channel for AI safety and alignment. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-safety , #ai-alignment , #agi , #superintelligence , #llms , #deepfakes , #misinformation , #hackernoon-top-story , and more. This story was written by: @davidstephen . Learn more about this writer by checking @davidstephen's about page, and for more stories, please visit hackernoon.com . A research area for AI safety and alignment could be to seek out how some memory or compute access of large language models [LLMs] might be briefly truncated, as a form of penalty for certain outputs or misuses, including biological threats. AI should not just be able to refuse an output, acting within guardrail, but slow the next response or shut down for that user, so that it is not penalized itself. LLMs have—large—language awareness and usage awareness, these could be channels to make it know, after pre-training that it could lose something, if it outputs deepfakes, misinformation, biological threats, or if it continues to allow a misuser try different prompts without shutting down or slowing against openness to a malicious intent. This could make it safer, since it would lose something and will know it has.…

Machine Learning Tech Brief By HackerNoon

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Machine Learning Tech Brief By HackerNoon

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47 weeks پیش6:52

6:52

This story was originally published on HackerNoon at: https://hackernoon.com/ai-powering-the-future-of-electronics . Discover how AI revolutionizes electronics manufacturing with predictive maintenance, quality control, and adaptive processes, enhancing product quality Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #artificial-intelligence-trends , #ai-and-electronics , #manufacturing-electronics , #ai-timeline , #digital-transformation , #good-company , #future-of-ai , and more. This story was written by: @fnf . Learn more about this writer by checking @fnf's about page, and for more stories, please visit hackernoon.com . AI is transforming electronics manufacturing by enhancing output, quality control, and adaptability. It uses machine learning for efficient production, predictive maintenance to prevent equipment issues, and advanced computer vision for thorough product inspections. This results in reduced costs, fewer defects, and increased flexibility to meet consumer demands.…

Machine Learning Tech Brief By HackerNoon

1
My Top 4 AI Picks for June 2024: Cool Tools You Should Check Out 4:24

47 weeks پیش4:24

4:24

This story was originally published on HackerNoon at: https://hackernoon.com/my-top-4-ai-picks-for-june-2024-cool-tools-you-should-check-out . My personal 4 top AI picks for June 2024. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #proflead , #artificial-intelligence , #ai-tools , #websim.ai , #june-ai-update , #best-ai-tools , and more. This story was written by: @proflead . Learn more about this writer by checking @proflead's about page, and for more stories, please visit hackernoon.com .…

Machine Learning Tech Brief By HackerNoon

1
Building a Facial Recognition Pipeline with Deep Learning in Tensorflow 9:06

48 weeks پیش9:06

9:06

This story was originally published on HackerNoon at: https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8 . In my last tutorial , you learned about convolutional neural networks and the theory behind them. In this tutorial, you’ll learn how to use a convolutional neural network to perform facial recognition using Tensorflow, Dlib, and Docker. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #deep-learning , #facial-recognition , #tensorflow , #docker , and more. This story was written by: @ColeMurray . Learn more about this writer by checking @ColeMurray's about page, and for more stories, please visit hackernoon.com .…

Machine Learning Tech Brief By HackerNoon

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Towards the Automation of Book Typesetting: Computational Approaches in Editorial Design 8:31

48 weeks پیش8:31

8:31

This story was originally published on HackerNoon at: https://hackernoon.com/towards-the-automation-of-book-typesetting-computational-approaches-in-editorial-design . This paper proposes a generative approach for the automatic typesetting of books that consistently creates varied book designs from the same input content. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #design-tools , #data-driven-design , #generative-design , #graphic-design , #typography , #automatic-design , #input-content , and more. This story was written by: @typesetting . Learn more about this writer by checking @typesetting's about page, and for more stories, please visit hackernoon.com . This paper proposes a generative approach for the automatic typesetting of books that consistently creates varied book designs from the same input content.…

Machine Learning Tech Brief By HackerNoon

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Towards the Automation of Book Typesetting: Acknowledgments and References 22:50

48 weeks پیش22:50

22:50

This story was originally published on HackerNoon at: https://hackernoon.com/towards-the-automation-of-book-typesetting-acknowledgments-and-references . This paper proposes a generative approach for the automatic typesetting of books that consistently creates varied book designs from the same input content. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #design-tools , #data-driven-design , #generative-design , #graphic-design , #typography , #automatic-design , #input-content , and more. This story was written by: @typesetting . Learn more about this writer by checking @typesetting's about page, and for more stories, please visit hackernoon.com . This paper proposes a generative approach for the automatic typesetting of books that consistently creates varied book designs from the same input content.…

Machine Learning Tech Brief By HackerNoon

1
Maximizing Log Value with AI: 8 Ways to Revolutionize DevSecOps Monitoring 9:56

48 weeks پیش9:56

9:56

This story was originally published on HackerNoon at: https://hackernoon.com/maximizing-log-value-with-ai-8-ways-to-revolutionize-devsecops-monitoring . AI enhances DevSecOps by handling vast log data, automating security, and reducing alert fatigue, transforming logs into actionable insights efficiently. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #logging , #artificial-intelligence , #devsecops , #the-future-of-logging , #logging-and-monitoring , #log-value , #ai-devsecops , and more. This story was written by: @MichaelB . Learn more about this writer by checking @MichaelB's about page, and for more stories, please visit hackernoon.com .…

Machine Learning Tech Brief By HackerNoon

1
Exploring Graph RAG: Enhancing Data Access and Evaluation Techniques 13:14

48 weeks پیش13:14

13:14

This story was originally published on HackerNoon at: https://hackernoon.com/exploring-graph-rag-enhancing-data-access-and-evaluation-techniques . What is Graph RAG, what can it do, and how do you evaluate it? Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #rag-architecture , #knowledge-graph , #ai-top-story , #ai-applications , #llms , #data-science , #graph-rag , and more. This story was written by: @linked_do . Learn more about this writer by checking @linked_do's about page, and for more stories, please visit hackernoon.com . From Zero to Graph RAG in 60 Minutes or Less. Introduction, architecture, a real world use case setup, evaluation…

Machine Learning Tech Brief By HackerNoon

1
The Chosen One: Consistent Characters in Text-to-Image Diffusion Models: Additional Experiments 7:37

48 weeks پیش7:37

7:37

This story was originally published on HackerNoon at: https://hackernoon.com/the-chosen-one-consistent-characters-in-text-to-image-diffusion-models-additional-experiments . In this study, researchers introduce an iterative procedure that, at each stage, identifies a coherent set of images sharing a similar identity. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #generative-models , #diffusion-models , #story-visualization , #computing-methodologies , #neural-networks , #text-to-image , #text-to-image-diffusion-models , and more. This story was written by: @gamifications . Learn more about this writer by checking @gamifications's about page, and for more stories, please visit hackernoon.com . In this study, researchers introduce an iterative procedure that, at each stage, identifies a coherent set of images sharing a similar identity.…

Machine Learning Tech Brief By HackerNoon

1
What is OpenAI Hiding? 5:27

48 weeks پیش5:27

5:27

This story was originally published on HackerNoon at: https://hackernoon.com/what-is-openai-hiding . OpenAI is rushing to build an advanced AI that can deliver advanced reasoning capabilities under a tightly-knit project code-named Strawberry. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #tech-what-the-heck , #trending-tech-companies , #trending-technology-companies , #openai , #project-strawberry-openai , #openai-gag-orders , #hackernoon-top-story , and more. This story was written by: @sheharyarkhan . Learn more about this writer by checking @sheharyarkhan's about page, and for more stories, please visit hackernoon.com . OpenAI is rushing to build an advanced AI that can deliver advanced reasoning capabilities under a tightly-knit project code-named Strawberry.…

Machine Learning Tech Brief By HackerNoon

1
Generative AI: Can ChatGPT Leak Sensitive Data? 4:55

48 weeks پیش4:55

4:55

This story was originally published on HackerNoon at: https://hackernoon.com/generative-ai-can-chatgpt-leak-sensitive-data . ChatGPT is a powerful generative AI tool, Beyond the hype are we secured? Discover in this article my thoughts and how to remain safe daily Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #chatgpt , #generative-ai , #data-privacy , #data-security , #gdpr , #cyber-security-awareness , #chatgpt-data , #ai-sensitive-data , and more. This story was written by: @karthikrajashekaran . Learn more about this writer by checking @karthikrajashekaran's about page, and for more stories, please visit hackernoon.com . ChatGPT is the most used Generative AI tool in the world, beyond the hype are we secured? discover in this article.…

Machine Learning Tech Brief By HackerNoon

1
Google Cloud x Gemini: Accomplish More in the Cloud with Generative AI 15:15

48 weeks پیش15:15

15:15

This story was originally published on HackerNoon at: https://hackernoon.com/google-cloud-x-gemini-accomplish-more-in-the-cloud-with-generative-ai . Gemini for Google Cloud is a new generation of AI assistants for developers, Google Cloud services, and applications. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #google-cloud-and-gemini , #google-cloud-and-generative-ai , #good-company , #hackernoon-top-story , #security-and-google-cloud , #bigquery-and-gemini , #gemini-code-assist , and more. This story was written by: @googlecloud . Learn more about this writer by checking @googlecloud's about page, and for more stories, please visit hackernoon.com . Gemini for Google Cloud is a new generation of AI assistants for developers, Google Cloud services, and applications. These assist users in working and coding more effectively, gaining deeper data insights, navigating security challenges, and more. Using Google's Gemini family of models, Gemini for Google Cloud lets teams accomplish more in the cloud. Gemini for Google Cloud offers enterprise-ready, AI capabilities that deliver robust security, compliance, and privacy controls, all with industry-leading availability.…

Machine Learning Tech Brief By HackerNoon

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The Trap of AI Binary Thinking 5:54

48 weeks پیش5:54

5:54

This story was originally published on HackerNoon at: https://hackernoon.com/the-trap-of-ai-binary-thinking . Escape the AI hype cycle. Embrace nuance, not extremes. Balance is key to responsible AI development. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #generative-ai , #fintech , #eu-ai-act , #ai-applications , #financial-services , #ai-binary-thinking , #binary-thinking , and more. This story was written by: @aleravanetti . Learn more about this writer by checking @aleravanetti's about page, and for more stories, please visit hackernoon.com . Binary thinking is woefully inadequate for grappling with the intricacies of AI. A balanced approach requires us to consider multiple factors: ethical implications, societal impacts, and economic realities.…

Machine Learning Tech Brief By HackerNoon

1
Humanizer.org Review: Make AI Content Undetectable for Free 7:08

48 weeks پیش7:08

7:08

This story was originally published on HackerNoon at: https://hackernoon.com/humanizerorg-review-make-ai-content-undetectable-for-free . Read our Humanizer.org review and discover what makes this AI humanizer such an effective solution for bypassing AI detection with quality results! Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-humanizer , #humanize-ai-text , #ai-text-humanizer , #ai-generated-text , #humanizer.org-review , #humanizer-review , #good-company , and more. This story was written by: @margrowth . Learn more about this writer by checking @margrowth's about page, and for more stories, please visit hackernoon.com . Humanizer.org is a free AI humanizer that rewrites and refines AI-generated content until it resembles human-like text. The platform uses highly advanced AI algorithms that have been extensively trained on millions of human-written datasets. It works by undertaking sentence-by-sentence revisions that ensure the output sounds more natural and authentic.…

Machine Learning Tech Brief By HackerNoon

1
Here's How to Prove AI Is Not Creative 5:32

48 weeks پیش5:32

5:32

This story was originally published on HackerNoon at: https://hackernoon.com/heres-how-to-prove-ai-is-not-creative . AI appears creative due to its vast knowledge and ability to mimic writing styles. Despite vast data, AI lacks true creativity and struggles with novel problems Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llms , #françois-chollet , #arc-agi-prize , #ai-creativity , #is-ai-creative , #truth-about-ai , #ai-study , #ai-testing , and more. This story was written by: @ursushoribilis . Learn more about this writer by checking @ursushoribilis's about page, and for more stories, please visit hackernoon.com . AI seems to be able to transfer writing styles and connect concepts feels unlimited. Yet, the models can only answer from their large pool of data. In a strange fashion, LLM's are like the student that memorizes facts but is not capable of deducing something new based on all she has learned.…

Machine Learning Tech Brief By HackerNoon

1
Enhancing Digital Security with AI Image and Video Detectors 9:16

48 weeks پیش9:16

9:16

This story was originally published on HackerNoon at: https://hackernoon.com/enhancing-digital-security-with-ai-image-and-video-detectors . Discover how AI image and video detectors enhance digital security by recognizing and analyzing visual content to prevent threats and ensure safety. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #machine-learning , #ai-security , #digital-security , #video-analysis , #image-detectors , #ai-technology , #deep-learning , #cybersecurity-tools , and more. This story was written by: @michealchukwube . Learn more about this writer by checking @michealchukwube's about page, and for more stories, please visit hackernoon.com . Artificial Intelligence is revolutionizing digital security. Image and video detectors are state-of-the-art solutions that incorporate artificial intelligence for the analysis of visual content. These detectors are trained from large-scale datasets with the ability to detect as well as classify objects and actions. With AI detectors active, any unusual appearances or unauthorized access are immediately detected.…

Machine Learning Tech Brief By HackerNoon

1
How Build Your Own AI Confessional: How to Add a Voice to the LLM 10:46

49 weeks پیش10:46

10:46

This story was originally published on HackerNoon at: https://hackernoon.com/how-build-your-own-ai-confessional-how-to-add-a-voice-to-the-llm . How to build your own AI confessional, where anyone could talk to an artificial intelligence. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llms , #voice-recognition , #text-to-speech , #speech-to-text-recognition , #ai-assistant , #diy-projects , #arduino , #hackernoon-top-story , and more. This story was written by: @slavasobolev . Learn more about this writer by checking @slavasobolev's about page, and for more stories, please visit hackernoon.com . At the end of February, Bali hosted the [Lampu](https://lampu.org/) festival, arranged according to the principles of the famous Burning Man. We were inspired by the idea of Catholic confessionals and the capabilities of the current LLM. We built our own AI confessional, where anyone could talk to an artificial intelligence.…

Machine Learning Tech Brief By HackerNoon

1
Empathy in AI: Evaluating Large Language Models for Emotional Understanding 12:24

49 weeks پیش12:24

12:24

This story was originally published on HackerNoon at: https://hackernoon.com/empathy-in-ai-evaluating-large-language-models-for-emotional-understanding . A discussion of how LLM base AIs vary dramatically in their ability to both be empathetic and identify empathy. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai-research , #pi-ai , #replika , #willow-ai , #empathy-in-ai , #human-ai-interaction , #emotional-intelligence-in-ai , #hackernoon-top-story , and more. This story was written by: @anywhichway . Learn more about this writer by checking @anywhichway's about page, and for more stories, please visit hackernoon.com . This post is a follow-up to Hackernoon article [Can Machines Really Understand Your Feelings? Evaluating Large Language Models for Empathy] In the previous article I had two major LLMs respond to a scenario designed to elicit empathy in a human under varying system prompt/training conditions. In this article I reveal what LLMs behaved in what manner, provide my own opinion and include some observations.…

Machine Learning Tech Brief By HackerNoon

1
Gone Are Those Days of AI 7:03

49 weeks پیش7:03

7:03

This story was originally published on HackerNoon at: https://hackernoon.com/gone-are-those-days-of-ai . AI has truly evolved over the past decade - from a baby to a beast. Here I quickly summarise what has changed Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #deep-learning , #how-ai-has-changed , #ai-community , #history-of-ai , #hackernoon-top-story , #ai-skills , #ai-engineers , 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 . AI has truly evolved over the past decade - from a baby to a beast. Here I quickly summarise what has changed…

Machine Learning Tech Brief By HackerNoon

1
Introducing LLM Sandbox: Securely Execute LLM-Generated Code with Ease 3:15

49 weeks پیش3:15

3:15

This story was originally published on HackerNoon at: https://hackernoon.com/introducing-llm-sandbox-securely-execute-llm-generated-code-with-ease . LLM Sandbox: a secure, isolated environment to run LLM-generated code using Docker. Ideal for AI researchers, developers, and hobbyists. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #llm , #langchain , #llamaindex , #ai-agent , #llm-sandbox , #ai-development , #ai-tools , #code-interpreter , and more. This story was written by: @vndee . Learn more about this writer by checking @vndee's about page, and for more stories, please visit hackernoon.com . LLM Sandbox is a lightweight and portable environment designed to run LLM-generated code in a secure and isolated manner using Docker containers. With its easy-to-use interface, you can set up, manage, and execute code within a controlled Docker environment. Support for multiple programming languages, including Python, Java, JavaScript, C++, Go, and Ruby.…

Machine Learning Tech Brief By HackerNoon

1
How Do I Become An AI Engineer? 6:35

49 weeks پیش6:35

6:35

This story was originally published on HackerNoon at: https://hackernoon.com/how-do-i-become-an-ai-engineer . Explore the comprehensive guide on how to become an ai engineer as it will help one to build a successful career in machine learning and article intelligence. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #ai , #ai-engineer , #ai-careers , #artificial-intelligence , #future-of-artificial-intellige , #artificial-intelligence-trends , #learn-artificial-intelligence , #artificial-intelligence-basics , and more. This story was written by: @raavikantchouhan . Learn more about this writer by checking @raavikantchouhan's about page, and for more stories, please visit hackernoon.com . Artificial Intelligence (AI) has blossomed into an interesting field with an expansive potential for the coming years. Becoming an AI engineer can prove to be highly beneficial for a bright future. There are a few key steps that can be followed and certain things that are essential to get started.…

Machine Learning Tech Brief By HackerNoon

1
Turn Off Google AI Overview From Search Results in Chrome 6:50

49 weeks پیش6:50

6:50

This story was originally published on HackerNoon at: https://hackernoon.com/how-turn-off-google-ai-overview-from-search-results-in-chrome . Discover multiple methods in this article to disable Google AI Overview from search results in the Chrome browser. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #artificial-intelligence , #ai-overview , #google , #generative-ai , #google-chrome-extension , #how-to-turn-off-google-ai , #google-ai-overview , #google-tricks , and more. This story was written by: @heythisisvivek . Learn more about this writer by checking @heythisisvivek's about page, and for more stories, please visit hackernoon.com . Google search results have prioritized AI-generated content scraped from various websites and forums. Google has expressed concerns about these issues, stating that content generated for certain queries will undergo manual review and sensitive topics will be disabled. There are several ways to remove the AI Overview from Google search results in the Chrome browser.…

Machine Learning Tech Brief By HackerNoon

1
How AI Could Benefit the Blind 4:24

49 weeks پیش4:24

4:24

This story was originally published on HackerNoon at: https://hackernoon.com/how-ai-could-benefit-the-blind . As AI technology develops, it will help bridge the gap, enhance independence, and empower blind individuals to interact more effectively. Check more stories related to machine-learning at: https://hackernoon.com/c/machine-learning . You can also check exclusive content about #generative-ai , #ai-for-disabilities , #ai-for-good , #dangers-of-ai , #problems-of-ai-in-security , #ai-problems , #ai-for-blind , #ai-regulation , and more. This story was written by: @allan-grain . Learn more about this writer by checking @allan-grain's about page, and for more stories, please visit hackernoon.com . Ray Kurzweil predicts that in a decade, human intelligence will multiply millions of times over by human beings connecting directly to machines. As AI technology develops, it will help bridge the gap, enhance independence, and empower blind individuals to interact more effectively.…

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Machine Learning Tech Brief By HackerNoon « » Simplifying Transformer Models for Faster Training and Better Performance

Simplifying Transformer Models for Faster Training and Better Performance

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Simplifying Transformer Models for Faster Training and Better Performance