Towards AI

SEPTEMBER 11, 2023

This algorithm not only reorders attention computation but also harnesses classical techniques like tiling and recomputation to achieve a remarkable boost in speed and a substantial reduction in memory usage. For every attention head, FlashAttention adopts classical tiling techniques to minimize memory reads and writes.

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Machine Learning Machine Learning Algorithm Artificial Intelligence 123

Data Science Dojo

SEPTEMBER 4, 2023

There is less attention on how to create a generic approach that can be used in any situation. In order to generate text that is tailored to a specific individual, the AI model needs to have a good understanding of that individual’s interests, preferences, and writing style.

AI 195

AI AI Artificial Intelligence Artificial Intelligence 195

Data Science Dojo

DECEMBER 8, 2023

Read more about attention mechanisms in natural language processing Deep Learning : LLMs are powered by deep learning, a subfield of machine learning that utilizes artificial neural networks to learn from data. It encompasses tasks like machine translation, text summarization, and sentiment analysis.

Natural Language Processing 332

Natural Language Processing Deep Learning Deep Learning Computer Science 332

Dataconomy

OCTOBER 30, 2023

Your Facebook posts are a canvas for self-expression, but in the sea of updates, how can you ensure that your most essential moments and messages receive the attention they truly deserve? This increased size and prominence draw more attention to the content, making it stand out from regular posts in a user’s news feed.

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AI AI 185

Towards AI

OCTOBER 11, 2023

This is made possible by leveraging a discovery about “attention sinks”, i.e., that the earliest tokens in the next token prediction (autoregressive) are doing most of the work for self-attention to build up a representation of the text. Imagine GPT writing the end of a book. What we’re seeing below is the beginning of a loop.

Database 118

Database AI AI Artificial Intelligence 118

Shreyansh Singh

MARCH 26, 2023

Paper : FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness Link : [link] Authors : Tri Dao, Daniel Y. I finished reading the FlashAttention paper recently and thought that it would be good to have a technical write-up of the paper, so that understand the concept well. length 512) compared to the MLPerf 1.1

Algorithm 99

Algorithm 99

Hacker News

SEPTEMBER 20, 2023

Disaggregated memory is also drawing attention as an emerging technology to scale up the main memory. For the address region of each memory device, it emulates the latencies, bandwidths and bit-flip error rates of read/write operations, respectively.

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Data Science Dojo

JUNE 23, 2023

As the rivalry between these platforms escalates, it continues to captivate the attention of both enthusiasts and experts. It is trained on a massive dataset of text and code, and is able to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. What are chatbots?

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AI AI Artificial Intelligence Artificial Intelligence 221

Data Science Dojo

AUGUST 18, 2023

Large language models (LLMs) are AI models that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. In this blog, we will take a deep dive into LLMs, including their building blocks, such as embeddings, transformers, and attention.

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Natural Language Processing Database AI AI 195

Dataconomy

FEBRUARY 21, 2024

This weekend, lightning-fast demonstrations from Groq AI captured the public’s attention, showcasing capabilities that make current iterations of ChatGPT , Gemini , and even Grok appear slow by comparison. It writes factual, cited answers with hundreds of words in less than a second. What is Groq AI? Plus, we own the trademark.

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AI AI Artificial Intelligence Artificial Intelligence 227

Dataconomy

JANUARY 15, 2024

However, a common shortfall is that AI-generated content often seems impersonal, lacking the warmth and character of human writing. With time and adjustments, the AI will more accurately mirror your writing style. Also, pay attention to the tone and language. A key aspect of editing is eliminating redundancy.

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AI AI Algorithm Natural Language Processing 200

Mlearning.ai

JULY 2, 2023

In natural language processing (NLP), the “Attention is All You Need” paper introduced a groundbreaking neural network architecture called the Transformer. To address these issues, the authors propose the Transformer model, which employs self-attention mechanisms to capture relationships between all positions within a sequence efficiently.

Natural Language Processing 52

Natural Language Processing AI AI Deep Learning 52

Dataconomy

JANUARY 30, 2024

This powerhouse can write code in various languages (Python, C++, Java, PHP) from natural language prompts or existing code snippets, doing so with unprecedented speed, accuracy, and quality. Writing and editing code has emerged as one of the most crucial uses of AI models today.

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AI AI Python Data Analysis 127

Dataconomy

JULY 12, 2023

In the past, producing material required hours of research, writing, and editing. This adaptable AI program can write blog posts, articles, and social media captions, among other types of material. Jasper can write engaging blog posts, eye-catching email newsletters, and creative social media captions for you.

AI 170

AI AI Artificial Intelligence Artificial Intelligence 170

Hacker News

MAY 22, 2023

We wanted to learn more about this and have collected statistics showing which educational institutions use Z-Library,” Z-Library writes on Telegram. For now, however, attention only seems to make the current operators more determined to continue. authorities’ continuing crack down.

Database 181

Database 181

Flipboard

SEPTEMBER 4, 2023

Instead of college essays, I asked ChatGPT to write a paragraph about the perils of plagiarism. My former colleague Tara García Mathewson brought this research to my attention in her first story for The Markup, which highlighted how international college students are facing unjust accusations of cheating and need to prove their innocence.

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AI AI Machine Learning Machine Learning 126

Smart Data Collective

MAY 11, 2021

This is something most online users knew but didn’t pay much attention to, but that’s starting to change. It’s kind of strange, but if you pay attention to the details, you can see why something like this occurred. The general mistrust people have with companies is forcing the government to pay attention.

Big Data 106

Big Data Big Data 106

Towards AI

MAY 7, 2024

A collaboration between Nvidia and UPenn released DrEureka, a new open-source model that uses an LLM agent to write code for training robots in simulation and then write further code to transfer to real-world deployment. Perhaps the US AI chip export ban to China is having some impact on driving focus on innovations and efficiency!

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AI AI Machine Learning Machine Learning 85

Snorkel AI

JUNE 29, 2023

Foundation model-backed applications like ChaptGPT can write poems, carry on conversations, and help supercharge previously difficult tasks such as summarization, translation, and data labeling. Training transformers-based models faster The major challenge in training transformers-based models is attention.

AI 52

AI AI 52

Snorkel AI

JUNE 29, 2023

Foundation model-backed applications like ChaptGPT can write poems, carry on conversations, and help supercharge previously difficult tasks such as summarization, translation, and data labeling. Training transformers-based models faster The major challenge in training transformers-based models is attention.

AI 52

AI AI 52

O'Reilly Media

SEPTEMBER 12, 2023

A few weeks ago, I saw a tweet that said “Writing code isn’t the problem. Some of that evolution is driven by an increasingly complex world that requires attention to secure programming, cloud deployment, and other issues that didn’t exist a few decades ago. Controlling complexity is.” How are they kept simple and manageable?

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AI AI ML ML 122

Dataconomy

MARCH 5, 2024

The Yuzu vs Nintendo lawsuit garnered widespread attention within the gaming community due to its implications for emulation and copyright infringement. The case drew attention to the complex legal and ethical issues surrounding emulation and piracy in the gaming industry. yuzu and its team have always been against piracy.

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Data Science 101

SEPTEMBER 11, 2023

We are entering an era in which AI can write code, what are the concerns of software written by AI? That is, we write code to meet a real need that someone, somewhere is facing. As long as we remember that when using AI to write code, there is little to be concerned about. I am yet to use it for writing code.

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AI AI Algorithm Database 110

Hacker News

MARCH 27, 2024

It caught my attention in part because for over a decade, Baofeng has been the name in Chinese handhelds. But the prospect of an updatable radio dangled an irresistible temptation for folks to start reverse engineering the firmware and hardware so they could try writing their own code.

Python 181

Python 181

O'Reilly Media

APRIL 23, 2024

Economists Mariana Mazzucato and Josh Ryan-Collins write , “If the reward accruing to an actor is larger than their contribution to value creation, then the difference may be defined as rent. Attention is all you need What is the source of big tech market power? It’s our attention. Enter OpenAI, Anthropic, and their ilk.

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Algorithm AI AI Cloud Computing 108

Data Science Dojo

DECEMBER 8, 2023

Understand the components of the transformer architecture, including self-attention, encoder-decoder architecture, and positional encoding. GPT (Generative Pre-training Transformer) : GPT is known for its ability to generate human-quality text, making it suitable for tasks like creative writing and chatbots.

Natural Language Processing 195

Natural Language Processing Deep Learning Deep Learning Computer Science 195

DrivenData Labs

MARCH 26, 2024

Check out EE Frog's full write-up and solution in the competition repo. Marília enjoys writing poetry and getting outside to enjoy nature. Check out H2plastic's full write-up and solution in the competition repo. Perhaps unsurprisingly, most research and attention on US wildfires have focused on the western part of the country.

Power BI 264

Power BI Data Scientist Python Machine Learning 264

Flipboard

JULY 31, 2023

However, more people are paying attention to the AI tools that make up their kits and how they use them. Doist As part of Doist’s Content & SEO, Naomi Liddell shared AI doesn’t produce great results for writing. Thanks to the speedy advances in AI technology (ChatGPT anyone?), Here are some of them.

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AI AI Artificial Intelligence Artificial Intelligence 99

Chatbots Life

MARCH 16, 2023

Accurate diagnosis and documentation Voice recognition software allows doctors to accurately diagnose and document their patients’ conditions without writing down information by hand. Therefore, they don’t have time to sit and write down every detail of their patient’s history.

Computer Science 103

Computer Science Computer Science Artificial Intelligence Artificial Intelligence 103

Google Research AI blog

APRIL 6, 2023

While this technology has improved, the core user experience often falls short: conversation can feel stilted, attention can be difficult to maintain, and usage can be fatiguing. We asked participants to write as much as they could remember about each conversation (one in Project Starline, and one in traditional video conferencing).

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NYU Center for Data Science

SEPTEMBER 28, 2023

In the immediate wake of LLMs, said Linzen, one trend was to simply “take a task, try to solve it with GPT3, and then write a paper about how GPT3 did on this task.” Cho’s work on building attention mechanisms within deep learning models has been seminal in the field.

Machine Learning 84

Machine Learning Machine Learning ML ML 84

Mlearning.ai

OCTOBER 23, 2023

With the rise of Attention-base Transformers, attentions are applied to a variety of tasks. First, we must look into what has been done, and then we can find how to do the job What makes SimVP different is not using an attention mechanism in its architecture but fully convolutional operators. What you think? Lemme know.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI AI 52

Towards AI

SEPTEMBER 1, 2023

From writing coherent essays to understanding intricate nuances in diverse languages, they’re reshaping our interaction with machines. Yet, amidst this cacophony, our brains possess a remarkable ability: the power of selective attention. This is achieved through what’s known as the ‘attention mechanism’.

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AI AI Artificial Intelligence Artificial Intelligence 111

Flipboard

DECEMBER 3, 2023

Solely by the merit of understanding this new technology and speaking with authority about what may be next, you will be better suited than most to catch your superiors’ attention. Instead, showcase the work you’ve done with AI.

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AI AI Artificial Intelligence Artificial Intelligence 131

Data Science Dojo

SEPTEMBER 15, 2023

Example: Prompt: “Write a description of a landscape in four-word sentences.” Example: Prompt: “Write a birthday card for my niece.” Training Models Generative AI models have gained widespread attention for their ability to generate text, images, and more. ” Output: “The grass was green.

AI 365

AI AI Data Quality Algorithm 365

NYU Center for Data Science

JUNE 14, 2023

The results challenge a widely held concept based on the 1999 “invisible gorilla experiment” that showed our ability to notice unexpected objects becomes impaired when attention is directed elsewhere. Their attention on the task they reported not noticing a person wearing a gorilla costume in the mix. Even if it’s moving or a gorilla!

Data Science 81

Data Science Big Data Big Data Data Scientist 81

Dataconomy

OCTOBER 16, 2023

The realism and attention to detail in these posters have led to a flurry of online discussions, with fans speculating on potential plotlines, characters, and release dates. However, as with all things internet, there’s a flip side. Aria, songbird with rainbow feathers, weaves melodies of forgotten lore. These are our characters!

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AI AI Artificial Intelligence Artificial Intelligence 203