Analytics Vidhya
APRIL 14, 2024
French startup, Mistral AI, has launched its latest large language model (LLM), Mixtral 8x22B, into the artificial intelligence (AI) landscape. Similar to its previous models, this too aligns with Mistral’s commitment to open-source development. This impressive new model positions the company as a formidable competitor to industry giants like OpenAI, Meta, and Google.
Machine Learning Research at Apple
APRIL 14, 2024
Existing vision-language models exhibit strong generalization on a variety of visual domains and tasks. However, such models mainly perform zero-shot recognition in a closed-set manner, and thus struggle to handle open-domain visual concepts by design. There are recent finetuning methods, such as prompt learning, that not only study the discrimination between in-distribution (ID) and out-of-distribution (OOD) samples, but also show some improvements in both ID and OOD accuracies.
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Machine Learning Mastery
APRIL 14, 2024
Generating pictures using Stable Diffusion in all cases would involve to submit a prompt to the pipeline. This is only one of the parameters, but the most important one. An incomplete or poorly constructed prompt would make the resulting image not as you would expect. In this post, you will learn some key techniques to […] The post Prompting Techniques for Stable Diffusion appeared first on MachineLearningMastery.com.
Machine Learning Research at Apple
APRIL 14, 2024
Long prompts present a significant challenge for practical LLM-based systems that need to operate with low latency and limited resources. We investigate prompt compression for zero-shot dialogue systems that learn to use unseen APIs directly in-context from their documentation, which may take up hundreds of prompt tokens per API. We start from a recently introduced approach (Mu et al., 2023) that learns to compress the prompt into a few “gist token” activations during finetuning.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
Machine Learning Mastery
APRIL 14, 2024
Generating pictures using Stable Diffusion in all cases would involve to submit a prompt to the pipeline. This is only one of the parameters, but the most important one. An incomplete or poorly constructed prompt would make the resulting image not as you would expect. In this post, you will learn some key techniques to […] The post Prompting Techniques for Stable Diffusion appeared first on MachineLearningMastery.com.
Machine Learning Research at Apple
APRIL 14, 2024
Inspired by the advancements in foundation models for language-vision modeling, we explore the utilization of transformers and large-scale pretraining on biosignals. In this study, our aim is to design a general-purpose architecture for biosignals that can be easily trained on multiple modalities and can be adapted to new modalities or tasks with ease.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Hacker News
APRIL 14, 2024
Medium is banning AI-generated content from its paid Partner program, notifying users that the new policy goes into effect on May 1, 2024. [.
Analytics Vidhya
APRIL 14, 2024
Introduction In today’s digital era, brimming with endless possibilities, the urge to acquire knowledge and unleash creativity continues to flourish. Within this context, LearnGPT emerges as a beacon, extending its reach to those keen on deepening their insights on different topics. Established with the ambition to democratize education, LearnGPT exemplifies the pivotal role of technology […] The post End-to-End Learning Made Easy with LearnGPT appeared first on Analytics Vidhya.
Hacker News
APRIL 14, 2024
A shrub in impoverished Nepal now supplies the raw material for the bank notes used in Asia’s most sophisticated financial system.
Hacker News
APRIL 14, 2024
Why an Intel Mac’s up to 40 Gb/s from Thunderbolt 3 is less than an Apple silicon Mac’s up to 40 Gb/s from USB4, and how you can benefit from it.
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
Hacker News
APRIL 14, 2024
A remarkable new genus and species of small-sized titanosaurian sauropod, Titanomachya gimenezi, has been unearthed in Patagonia, Argentina.
Hacker News
APRIL 14, 2024
The L4 microkernel has undergone 20 years of use and evolution. It has an active user and developer community, and there are commercial versions which are de.
Hacker News
APRIL 14, 2024
The definition of the language syntax and semantics for SystemVerilog, which is a unified hardware design, specification, and verification language, is provided. This standard includes support for modeling hardware at the behavioral, register transfer level (RTL), and gate-level abstraction levels, and for writing test benches using coverage, assertions, object-oriented programming, and constrained random verification.
Hacker News
APRIL 14, 2024
The solution comes after the removal of diseased ash trees left the rodents' habitats disconnected.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Hacker News
APRIL 14, 2024
Demystifying attention, the key mechanism inside transformers and LLMs.
Hacker News
APRIL 14, 2024
Startup Rocketstar creates electric propulsion for spacecraft enhanced with nuclear fusion
Hacker News
APRIL 14, 2024
We propose a method of computer-generated holography (CGH) using incoherent light emitted from a mobile phone screen. In this method, we suppose a cascade of holograms in which the first hologram is a color image displayed on the mobile phone screen. The hologram cascade is synthesized by solving an inverse problem with respect to the propagation of incoherent light.
Hacker News
APRIL 14, 2024
The 7,000-year-old vessels offer evidence of advanced seafaring technology and an extensive regional trade network, a new study suggests
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
Hacker News
APRIL 14, 2024
Easily document cables and wiring harnesses. Contribute to wireviz/WireViz development by creating an account on GitHub.
Hacker News
APRIL 14, 2024
GestureX: Control Linux-based operating systems using hand gestures. Built using Mediapipe, OpenCV and PyQt.
Hacker News
APRIL 14, 2024
PicoGK is a compact and robust geometry kernel for Computational Engineering - leap71/PicoGK
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
Hacker News
APRIL 14, 2024
personal website and git server
Hacker News
APRIL 14, 2024
Knuth–Morris–Pratt illustrated - Volume 34
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
Hacker News
APRIL 14, 2024
Unsolicited advice
Hacker News
APRIL 14, 2024
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Speaker: David Bard, Principal at VP Product Coaching
In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.
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