O'Reilly Media - Ideas

FEBRUARY 6, 2024

An independent open source implementation is already on GitHub. Direct Preference Optimization (DPO) is an algorithm for training language models to operate in agreement with human preferences. Microsoft’s Phi-2 model is now open source; it has been relicensed with the MIT license. Phi-2 is a small model (2.7B

Artificial Inteligence 77

Artificial Inteligence Trends Software Review Open Source 77

O'Reilly Media - Ideas

OCTOBER 3, 2023

Also on the legal front: Hashicorp’s switch to a non-open source license has led the OpenTF foundation to build OpenTofu, a fork of Hashicorp’s Terraform product. Getty Image has announced a generative image creation model that has been trained exclusively on images for which Getty owns the copyright.

Artificial Inteligence 90

Artificial Inteligence Trends Open Source ChatGPT 90

O'Reilly Media - Ideas

JUNE 6, 2023

Mosaic has released MPT-7B, an open-source family of large language models that allows commercial use. MPT-7B demonstrates the MosaicML platform, a commercial service for training language models. It supports iPhones, Windows, Linux, MacOS, and web browsers. It’s not just Linux. It is available from HuggingFace.

Artificial Inteligence 96

Artificial Inteligence Trends ChatGPT Open Source 96

O'Reilly Media - Ideas

NOVEMBER 2, 2021

Facebook AI Research has created a set of first-person (head-mounted camera) videos called Ego4D for training AI. Kerla is a Linux-like operating system kernel written in Rust that can run most Linux executables. I doubt this will ever be integrated into Linux, but it’s yet another sign that Rust has joined the big time.

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Trends Artificial Inteligence Machine Learning Linux 129

O'Reilly Media - Ideas

JULY 5, 2022

This month, large models are even more in the news than last month: the open source Bloom model is almost finished, Google’s LaMDA is good enough that it can trick people into thinking it’s sentient, and DALL-E has gotten even better at drawing what you ask. Linus Torvalds predicts that Rust will be used in the Linux kernel by 2023.

Artificial Inteligence 90

Artificial Inteligence Trends Software Review 3D 90

O'Reilly Media - Ideas

AUGUST 2, 2021

There’s a new technique for protecting natural language systems from attack by misinformation and malware bots: using honeypots to capture attackers’ key phrases proactively, and incorporate defenses into the training process. DeepMind has released the source code for AlphaCode 2.0 AI and Data. Miscellaneous.

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Trends VR Spyware Load Balancer 139

O'Reilly Media - Ideas

APRIL 2, 2024

There’s also an open source OpenDevin project on GitHub. A supply chain attack added a back door to Linux systems through the widely used xz package. Fortunately, this attack was discovered before the package was incorporated into the leading Linux distributions. Artificial Intelligence What does open source mean for AI?

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Artificial Inteligence Trends Open Source Linux 78

O'Reilly Media - Ideas

JUNE 1, 2022

DeepMind’s Gato model is unique in that it’s a single model that’s trained for over 600 different tasks; whether or not it’s a step towards general intelligence (the ensuing debate may be more important than the model itself), it’s an impressive achievement. It is freely available and open-source. Artificial Intelligence.

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Artificial Inteligence Trends Open Source 3D 122

O'Reilly Media - Ideas

JANUARY 25, 2024

That may or may not be advisable for career development, but it’s a reality that businesses built on training and learning have to acknowledge. Our own theory is that it’s a reaction to GPT models leaking proprietary code and abusing open source licenses; that could cause programmers to be wary of public code repositories.

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Trends Technical Review Technology Artificial Inteligence 119

O'Reilly Media - Ideas

APRIL 5, 2022

It includes ideas like machine-generated training data and automatic tagging. Training AI models on synthetic data created by a generative model can be more effective than using real-world data. Polycoder is an open source code generator (like Copilot) that uses GPT-2, which is also open sourced.

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Trends Artificial Inteligence Artificial Intelligence Open Source 96

O'Reilly Media - Ideas

OCTOBER 4, 2022

Its accuracy is impressive and, unlike other OpenAI products, it is open source. Google’s Sparrow is an experimental AI chatbot that has been trained not to generate “dangerous” replies (ranging from hate speech to financial advice and claims of sentience). You can search using images or text. Their results are fascinating.

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Trends Artificial Inteligence 3D Hardware 108

O'Reilly Media - Ideas

MAY 3, 2022

trillion parameters–but requiring significantly less energy to train than GPT-3. Training GLAM required 456 megawatt-hours , ? LAION (Large Scale Artificial Intelligence Open Network) is a non-profit, free, and open organization that is creating large models and making them available to the public. the energy of GPT-3.

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Artificial Inteligence Trends Energy Software Review 108

Mobilunity

SEPTEMBER 1, 2021

Train staff to act efficiently during attacks. It is a training exercise to get access to the hacker’s point of view. Simulations allow training security staff in real-life circumstances. Nessus is a great vulnerability scanner that shows configuration issues as well as any malware present in the system.

Testing 87

Testing Weak Development Team LAN Analysis 87

Altexsoft

OCTOBER 24, 2018

Android Studio, Eclipse, IntelliJ IDEA, Fabric, and many more Android development tools can be used and downloaded on Windows, Mac OS, and Linux. Apart from the massive amount of information on the web, Google offers its own Android dev training for beginners, experienced engineers, and even special cases that require deeper knowledge.

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Weak Development Team Development Software Review Technical Review 60

O'Reilly Media - Ideas

AUGUST 2, 2022

The large model train keeps rolling on. without prior training and use of a simulator). Benchmarks, training code, and models are all open source. The Allen Institute, Microsoft, and others have developed a tool to measure the energy use and emissions generated by training AI models on Azure.

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Artificial Inteligence Trends Open Source Machine Learning 104

Codegiant

NOVEMBER 9, 2020

Review and collaborate on open source and private projects. User Review “ I highly recommend GitHub for managing open source projects.” Jenkins Jenkins is an open-source automation tool for providing continuous integration and delivery environments for any combination of languages and source code repositories.

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Software Review Tools Weak Development Team Development 64

Codegiant

NOVEMBER 9, 2020

Review and collaborate on open source and private projects. User Review “ I highly recommend GitHub for managing open source projects.” It is based on the Module View Controller (MVC) pattern, and it is also open source. Pros Real-time protection against malicious websites and malware.

Software Review 52

Software Review Weak Development Team Tools Development 52

O'Reilly Media - Ideas

JANUARY 25, 2022

Content usage, whether by title or our taxonomy, is based on an internal “units viewed” metric that combines all our content forms: online training courses, books, videos, Superstream online conferences, and other new products. And an increase in demand suggests the need for training materials to prepare people to supply that demand.

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