NVIDIA AI Blog

NOVEMBER 15, 2023

Sometimes a case — like a malpractice suit or a labor dispute — requires special expertise, so judges send court clerks to a law library, looking for precedents and specific cases they can cite. But to deliver authoritative answers that cite sources, the model needs an assistant to do some research. “We That builds trust.

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TechCrunch

APRIL 12, 2022

Union.ai , a startup emerging from stealth with a commercial version of the open source AI orchestration platform Flyte, today announced that it raised $10 million in a round contributed by NEA and “select” angel investors. We need to bridge both these worlds in a structured and repeatable way.”

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The Verge

OCTOBER 16, 2020

It was one of many challengers that got obliterated by the Game Boy , and its library is pretty limited. There are lots of ways to play Game Gear games if you really want to, whether it’s through the 3DS Virtual Console or less official means like the countless open-source emulator handhelds out there.

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Google Research AI blog

FEBRUARY 2, 2023

This year, we designed state-of-the-art serving techniques for large models , improved automatic partitioning of tensor programs and reworked the APIs of our libraries to make sure all of those developments are accessible to a wide audience of users. Bottom: Illustration of the CollectiveEinsum technique. See paper for details.)

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NVIDIA AI Blog

FEBRUARY 5, 2025

NIM microservices include everything needed to run optimized models on PCs with RTX GPUs, including prebuilt engines for specific GPUs, the NVIDIA TensorRT software development kit (SDK), the open-source NVIDIA TensorRT-LLM library for accelerated inference using Tensor Cores, and more.

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Google Research AI blog

MAY 19, 2023

While there are successful examples of protecting training data using DP, obtaining good utility with differentially private ML (DP-ML) techniques can be challenging. We provide an overview of common techniques for obtaining DP-ML models and discuss research, engineering challenges, mitigation techniques and current open questions.

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TechCrunch

NOVEMBER 4, 2022

Its first projects are: BioLM , which seeks to apply natural language processing (NLP) techniques to the fields of computational biology and chemistry. “A lot of computational biology research already leads to open-source releases. Image Credits: Christoph Burgstedt/Science Photo Library / Getty Images.

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Google Research AI blog

FEBRUARY 28, 2023

Minerva incorporates recent prompting and evaluation techniques to better solve mathematical questions. Top Open-sourcing datasets and tools Engaging with the broader research community is a core part of our efforts to build a more collaborative ecosystem.

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Towards Data Science

NOVEMBER 4, 2023

Platform Specific Tools and Advanced Techniques Photo by Christopher Burns on Unsplash The modern data ecosystem keeps evolving and new data tools emerge now and then. This is where open-source alternatives come into play. It’s not a surprise that many of them are open-source and are Python-based.

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TechCrunch

MAY 17, 2021

It’s important for replication purposes that data analysis — just like any other scientific technique — be done exactly the same way. Most have also been used by others, either to replicate or try something new, and some, like ultra-specific open source code libraries, have been used by thousands.

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TechCrunch

DECEMBER 30, 2022

Given as little as a single word, QuickVid chooses a background video from a library, writes a script and keywords, overlays images generated by DALL-E 2 and adds a synthetic voiceover and background music from YouTube’s royalty-free music library. QuickVid is already testing Stable Diffusion for generating avatar pics.

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Google Research AI blog

APRIL 14, 2023

We are also making AutoBound available as an open-source library. To encourage the research community to explore such possibilities, we have made AutoBound available as an open-source library built on top of JAX. To get started, visit our GitHub repo.

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DataRobot

JUNE 10, 2021

It was introduced in 1980 but open-sourced in 2007, which created its widespread use. To make the SMILE information useful for machine learning, we started by using the Morgan fingerprint technique. This is accomplished using an open-source library such as RDKit.

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Google Research AI blog

MAY 18, 2023

The growth of generative LLMs has also opened up new techniques to solve important long-standing problems. They provide techniques for fast and effective content moderation and dialogue safety methods that help support creators whose content is the basis for generative models' amazing outcomes.

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TechCrunch

MARCH 11, 2022

We act as a second pair of eyes and assess the project and its assumptions through our frameworks and techniques, such as design sprints and lean canvas. In fact, we maintain some of the most widely adopted open source Bluetooth Low Energy libraries for ReactNative.

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Google Research AI blog

DECEMBER 20, 2022

In 2019, we released an open-source library (on GitHub ) to enable developers to use analytic techniques based on DP. This accounting method is also supported in the Google-DP library. Renyi DP : The original approach used for the privacy accounting of DP-SGD. Right: Running time of the different algorithms.

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Google Research AI blog

MARCH 28, 2023

The ImageNet classification benchmark is an effective test bed for this goal because 1) it is a challenging task even in the non-private setting, that requires sufficiently large models to successfully classify large numbers of varied images and 2) it is a public, open-source dataset, which other researchers can access and use for collaboration.

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Wild Apricot

JUNE 27, 2008

The evaluation tools and techniques you choose will depend in large part on the message, the method of delivery, and the outcome that you want to measure. open source. Evaluation. Evaluation explains the effects [on the recipients or the environment] that are expected as a result of transferring or exchanging knowledge.".

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Google Research AI blog

JANUARY 24, 2023

We identified and demonstrated techniques to mitigate causal “ shortcuts ”, which lead to a lack of ML system robustness and dependency on sensitive attributes, such as age or gender. Another key part of our ML work involves developing techniques to build models that are more inclusive. The 10 shades of the Monk Skin Tone Scale.

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The Verge

MARCH 7, 2022

She did so using a piece of free open-source software called Bitsy which, since its release five years ago, has become one of the easiest ways to start making video games. Richard explains over Zoom that it’s a response to grief. A friend passed away in 2019; they loved sci-fi, so a year later Richard made a game set on a spaceship.

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Gyrus

JULY 12, 2024

Sales Training LMS platforms empower sales teams with relevant product knowledge, sales techniques, and customer engagement strategies, enhancing their effectiveness and performance in driving revenue. Yes, there are several free and open-source LMS platforms available for organizations and individuals to explore and evaluate.

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Gyrus

JULY 12, 2024

Sales Training LMS platforms empower sales teams with relevant product knowledge, sales techniques, and customer engagement strategies, enhancing their effectiveness and performance in driving revenue. Yes, there are several free and open-source LMS platforms available for organizations and individuals to explore and evaluate.

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Gyrus

JULY 12, 2024

Sales Training LMS platforms empower sales teams with relevant product knowledge, sales techniques, and customer engagement strategies, enhancing their effectiveness and performance in driving revenue. Yes, there are several free and open-source LMS platforms available for organizations and individuals to explore and evaluate.

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NVIDIA AI Blog

APRIL 15, 2025

To optimize this process and meet the competitions time limit, the team also used an innovative early-stopping technique. ReDrafter , a speculative decoding technique developed by Apple, was used for a further 1.8x TensorRT-LLM also enabled the team to harness FP8 quantization, a compression method that resulted in a 1.5x

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NVIDIA AI Blog

MARCH 19, 2025

The team shares much of its work through papers, technical conferences and open-source platforms like GitHub and Hugging Face. Its a tight collaboration where the research team needs to be humble enough to learn from the rest of the company what they need to do to make their ideas work. But its focus remains on industry impact.

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The AI Alignment Forum

MARCH 22, 2025

Instead of SAEs we worked with single-model all-layer crosscoders, and found that the technique is also effective with cross-layer features. We think this replication with different models, datasets, and dictionary learning approaches demonstrates good robustness of the technique. This post documents our methodology.

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