Snorkel AI

JUNE 12, 2023

In practice, data-centric operations have become one of the largest blockers to AI value realization. The leap forward has been nothing short of astonishing—even for those of us who have been building AI systems for many years. Instead: it’s all about developing the data these models train on for specific use cases.

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Snorkel AI

JUNE 12, 2023

In practice, data-centric operations have become one of the largest blockers to AI value realization. The leap forward has been nothing short of astonishing—even for those of us who have been building AI systems for many years. Instead: it’s all about developing the data these models train on for specific use cases.

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AssemblyAI

MARCH 15, 2023

This 60TB dataset, was used to train Conformer-1, making our model the largest-trained supervised speech recognition model for English that is available today. Short boxes indicate most of the data is centered around the median, while taller boxes mean the data is more spread out. Contact sales References [1] Gulati, Anmol, et al. "Conformer:

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Heartbeat

OCTOBER 18, 2023

This customized approach has contributed to increased customer satisfaction, higher conversion rates, and improved sales for the platform. Models like long short-term memory (LSTM) networks are trained to capture temporal dependencies and understand the sequential nature of music listening habits.

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Shreyansh Singh

MAY 28, 2023

If you are interested, you can find it here. Sophia is probably one of the most interesting papers I have read recently and I really liked how well it was written. Checking the performance and scalability of this optimizer for pre-training much larger model sizes would (although expensive) be interesting to see. and Section 4.1.

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Alation

FEBRUARY 13, 2020

And, Dresner found that the largest organizations (more than 10,000 employees) struggle the most with finding relevant data. In short, the inability to easily find data is a major roadblock for self-service initiatives, and for large organizations, this challenge is particularly acute.

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Smart Data Collective

APRIL 3, 2022

Human psychology is the largest deterrent to consistent trading success. The high speed enabled by algorithmic trading increases the number of transactions in a given time frame. All this can be done in a short time. You can sell this space power to interested users with the MQL5 Cloud Network. Reduced cost.

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AWS Machine Learning Blog

MAY 22, 2023

FLAN T5 models are instruction fine-tuned on a wide range of tasks to increase the zero-shot performance of these models on many common tasks[1]. In our example task, we’re interested in generating relevant but unanswered questions. Response 3: What is the largest city in Australia? Choose Train to train the model.

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Snorkel AI

JULY 19, 2023

If you’re interested in learning more or contributing, join the discussion on our Slack channel. We observed that as the threshold increased, projected human win rates monotonically increased and instruction class entropy remained stable until a threshold of ~0.9. Background: what is RedPajama?

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Snorkel AI

JULY 19, 2023

If you’re interested in learning more or contributing, join the discussion on our Slack channel. We observed that as the threshold increased, projected human win rates monotonically increased and instruction class entropy remained stable until a threshold of ~0.9. Background: what is RedPajama?

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Snorkel AI

JULY 19, 2023

If you’re interested in learning more or contributing, join the discussion on our Slack channel. We observed that as the threshold increased, projected human win rates monotonically increased and instruction class entropy remained stable until a threshold of ~0.9. Background: what is RedPajama?

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Hacker News

JUNE 7, 2023

But the largest category of prompts so far in the Prompt Repository are function prompts : prompts which take text you supply, and do operations on it. Many of the prompts in the Prompt Repository even now are considerably more complicated. OK, so let’s say you’ve filled out a Definition Notebook, and you Deploy it.

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Data Science Dojo

AUGUST 24, 2023

Manual and inefficient deployment processes lead to delays in releasing models to production and the increased risk of errors in production environments. One notable area where MLflow falls short is its need for an integrated, built-in pipeline orchestration and execution feature, such as those provided by TFX or Kubeflow Pipelines.

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AssemblyAI

MARCH 7, 2023

In addition to these steady quantitative improvements, the scaling process also leads to interesting qualitative behavior. While the fact that LLMs gain these abilities as they scale is remarkable, it is the manner in which they appear that is especially interesting. viscosity) changing.

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Precisely

FEBRUARY 5, 2024

There’s often a need to create a mass of records in a short timeframe, and business-as-usual events like a simple ingredient change can affect thousands of records. This increased efficiency allows you to be more responsive to changing market demands while saving valuable time and resources.

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Smart Data Collective

JUNE 10, 2021

In recent years, marketing automation has been a topic of utmost interest. This magic tool promises to attract qualified leads to your product and increase revenue exponentially. In this article, we are going to take a closer look at one of the world’s largest platforms for marketing automation – Salesforce.

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Flipboard

JULY 31, 2023

If you’re short on time, we’ll cut right to the chase here. Furniture-6k With its 5894 images, the Furniture-6k dataset could be perfect for those interested in interior design or retail applications. In a nutshell, instance segmentation involves identifying each object of interest in an image at the pixel level.

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Hacker News

DECEMBER 3, 2023

It's wild - I just kept Googling for the largest newspapers in various parts of the world and kept getting hits! But today, a genuinely important part of the internet that a huge number of individuals, corporations and governments have built dependencies on would stop working if I lost interest. "Have I been pwned?"

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AWS Machine Learning Blog

OCTOBER 23, 2023

Founded in 2011, Talent.com is one of the world’s largest sources of employment. Its focus is on relevancy, because the order of the recommended jobs is vitally important to show the jobs most pertinent to users’ interests. The intuition is that users will be more interested in candidate jobs that are more relevant to the search query.

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Flipboard

MARCH 5, 2023

Bing might be the largest mirror humankind has ever constructed, and we’re on the cusp of installing such generative AI technology everywhere. Yet people seemed more interested in carrying on their conversations than interrogating how the program worked. Today’s chatbots reflect our tendencies drawn from billions of words.

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O'Reilly Media

SEPTEMBER 19, 2023

” Consider the structural evolutions of that theme: Stage 1: Hadoop and Big Data By 2008, many companies found themselves at the intersection of “a steep increase in online activity” and “a sharp decline in costs for storage and computing.” All they needed was a tool that could handle the massive workload.

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Dataconomy

APRIL 3, 2023

Millions of people must have thought so that many better GPT versions continue to blow our minds in a short time. trillion parameters , making it one of the largest neural networks ever created. GPT uses AI to generate authentic content, so you can be assured that any articles it generates won’t be plagiarized.

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Snorkel AI

MAY 25, 2023

Starting from the left, the large language model will stack up the probabilities of the tokens from largest to smallest. Within a short time, BERT became the standard tool for NLP tasks. Bigger than BERT At the time of its debut, BERT’s 340 million parameters tied it as the largest language model of its kind.

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Snorkel AI

MAY 25, 2023

Starting from the left, the large language model will stack up the probabilities of the tokens from largest to smallest. Within a short time, BERT became the standard tool for NLP tasks. Bigger than BERT At the time of its debut, BERT’s 340 million parameters tied it as the largest language model of its kind.

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Hacker News

MAY 3, 2023

This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests. The Race for the Largest Language Model In recent years, the development of LLMs has been characterized by a dramatic increase in size, as measured by the number of parameters.

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Hacker News

FEBRUARY 2, 2023

Building on an earlier interest in space and spacecraft , I’d gotten very interested in physics, and was trying to read everything I could about it. But what I coveted most was the largest physics book collection there: a series of five plushly illustrated college textbooks. It all started when I was 12 years old. SMP Version 1.0

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The MLOps Blog

OCTOBER 3, 2023

I was very interested in the way people worked because, to be frank, I didn’t understand how people worked. and “ Do I think it’s going to be interesting like one or two years from now? ” The second part was very interesting because there was one year I had four jobs. You have to follow your interests.

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Shreyansh Singh

MAY 23, 2021

This increases the base vocabulary from 256 (in byte mode) to 130,000 (with Unicode). It failed to perform better than existing approaches for the One Billion Word Benchmark, probably because of it being the largest dataset and having the most destructive pre-processing - the sentence level shuffling which removes all range structure.

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The MLOps Blog

JANUARY 19, 2024

The largest one, GPT2-large, takes up over 3GB when stored on disk. However, this increased capacity comes at the cost of additional computational resources and potentially longer training times. We’re not only interested in the model’s performance but also have to work with constrained resources.

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Dataconomy

APRIL 3, 2023

Millions of people must have thought so that many better GPT versions continue to blow our minds in a short time. trillion parameters , making it one of the largest neural networks ever created. GPT uses AI to generate authentic content, so you can be assured that any articles it generates won’t be plagiarized.

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Chatbots Life

MARCH 17, 2023

The Open Source community subsequently gains interest and thus actively contributed to all sorts of research repositories which brings us the vast collection of machine learning models today. The next milestone features A.L.I.C.E in 1995, coded using AIML (Artificial Intelligence Markup Language) based on heuristic pattern matching.

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The MLOps Blog

AUGUST 4, 2023

Machine learning monorepo | Source: Author A monorepo (short for monolithic repository) is a software development strategy where code for many projects is stored in the same repository. An interested reader will find a good comparison of Pants vs. Bazel in this blog post (but keep in mind it comes from the Pants devs). black succeeded.

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Hacker News

FEBRUARY 14, 2023

But if sometimes (at random) we pick lower-ranked words, we get a “more interesting” essay. In general, it’s interesting how little “poking” the “originally trained” network seems to need to get it to usefully go in particular directions. seems best. But what if we look one step earlier?

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Tableau

AUGUST 31, 2022

Tableau has years of experience in running viz competitions, in fact, our annual Iron Viz is the world's largest. and Canada with an interest in data visualization and a love for data-storytelling were invited to participate—whether they were beginners or seasoned experts. Open the data viz competition to everyone.

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Chatbots Life

MAY 3, 2023

Almost 47% of individuals worldwide are more interested in adopting these technologies in their day-to-day activities. It implies those purchases will happen sooner — and you won’t have to worry about buyers losing interest in their purchase before it’s completed. How to build Conversational AI?

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Tableau

AUGUST 31, 2022

Tableau has years of experience in running viz competitions, in fact, our annual Iron Viz is the world's largest. and Canada with an interest in data visualization and a love for data-storytelling were invited to participate—whether they were beginners or seasoned experts. Open the data viz competition to everyone.

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Tableau

AUGUST 31, 2022

Tableau has years of experience in running viz competitions, in fact, our annual Iron Viz is the world's largest. and Canada with an interest in data visualization and a love for data-storytelling were invited to participate—whether they were beginners or seasoned experts. Open the data viz competition to everyone.

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