AI News: The Best Open Source Model EVER

Matt Wolfe
19 Apr 202433:09

TLDRThis week in AI news, Meta has released Llama 3, an open-source AI model with 8 and 70 billion parameters that outperforms existing open-source models. Llama 3 integrates real-time knowledge from Google and Bing, offers unique creation features like animations and high-quality image generation, and is set to compete with current models like GP4 and Claude 3 Opus once its 400 billion parameter model is released. Nvidia highlights their GPUs' role in training Llama 3, and the model will soon be available on Grock. Hugging Face offers access to Llama 3 via API, and Meta's new website showcases its web search capabilities and AI image generator. Other advancements include Xai's Grock 1.5 with vision, PO's multibot chat, Microsoft and Google's investment in AI infrastructure, Stable Diffusion 3's text generation capabilities, Leonardo AI's upcoming style transfer feature, Microsoft's Vasa research for generating talking videos, and Adobe's AI enhancements for video editing. Additionally, various AI gadgets are gaining attention, such as the Humane AI pin, Rabbit R1, Limitless pendant, Nothing's earbuds with Chat GPT integration, Logitech's AI prompt builder for mice, and Boston Dynamics' new Atlas 001 robot.

Takeaways

  • πŸš€ Meta has released Llama 3, an open-source large language model that is expected to compete with current models like GP4 and Claude 3 Opus once its 400 billion parameter model is released.
  • πŸ“ˆ Llama 3's 8 billion and 70 billion parameter models are comparable to existing free AI models and outperform some of the best open-source models in benchmarks.
  • 🧠 Llama 3 integrates real-time knowledge from Google and Bing, and can create animations and high-quality images in real-time as users type.
  • πŸ” The new Meta AI website allows users to ask questions that the model will answer by searching the web, citing its sources.
  • 🎨 Meta AI features an AI image generator that creates images in real-time as users type, with an option to animate the generated images.
  • πŸ€– Nvidia highlights that Llama 3 was trained on their GPUs and Grock, which speeds up inference from large language models.
  • πŸ“± GPT Trainer is a no-code framework for building multi-agent chatbots with function calling capabilities, useful for 24/7 customer support in online businesses.
  • πŸ” PO has introduced multibot chat, allowing users to interact with different models based on the question asked or by tagging a preferred model.
  • πŸ’» Microsoft and Google are investing heavily in infrastructure to scale up AI efforts, with both planning to spend over a hundred billion dollars on data centers.
  • 🎭 Adobe demonstrated AI features at NAB, including object removal, video extension, and integration with AI video generation models like Pika and Sora within Adobe Premiere.
  • πŸ€– Boston Dynamics' new Atlas 001 robot has gone viral, showcasing a more compact and electric design compared to its predecessor, although raising some privacy concerns.

Q & A

  • What was the major announcement from Meta this week?

    -The major announcement from Meta this week was the release of Llama 3, an open-source large language model that is expected to have best-in-class performance for its scale and is set to compete with current models like GP4 and Claude 3 Opus.

  • What are the unique features of Meta's Llama 3 model?

    -Unique features of Meta's Llama 3 model include the ability to create animations and high-quality images in real-time, as well as integrate real-time knowledge from Google and Bing into its answers.

  • How can users currently access and use Llama 3?

    -Users can access and use Llama 3 through the Hugging Face platform via API, or by visiting the new website that Meta released, which allows users to interact with the model and even search the web for answers.

  • What is the significance of the 400 billion parameter model that Meta is training?

    -The 400 billion parameter model that Meta is training is significant because it is expected to have much better capabilities than the current models, including multimodality, the ability to converse in multiple languages, larger context windows, and stronger overall capabilities.

  • What is the role of Nvidia in the training of Llama 3?

    -Nvidia played a role in the training of Llama 3 by providing the GPUs on which the model was trained. Additionally, Llama 3 is set to be available on Grock, a platform that speeds up inference from large language models.

  • How does the AI image generator on Meta's website work?

    -The AI image generator on Meta's website works by generating images in real-time as users type in their prompts. Users can see the image change and shift as they type, and once they like the image, they can submit it to get additional variations.

  • What is the potential use case for the AI image generator?

    -The AI image generator can be used to create custom images for various purposes such as content creation, social media posts, or even as a tool for artists and designers to quickly visualize concepts.

  • What is the GPT Trainer's role in supporting online businesses?

    -GPT Trainer is a no-code framework that allows users to build multi-agent chat GPT-like chatbots with function calling capabilities. These chatbots can support customers 24/7, escalate chats to humans when needed, and integrate with APIs and web hooks for tasks like booking calls or processing returns.

  • What new feature did PO release in relation to large language models?

    -PO released a new feature called multibot chat, which allows users to ask questions and have the system select the best model to answer the question, or summon a specific bot by mentioning it.

  • What is the significance of the 100 billion dollar data center that both Microsoft and Google are planning to build?

    -The significance of the 100 billion dollar data centers is that both companies are investing heavily in infrastructure to increase compute power and push their AI efforts forward, with the goal of being the first to achieve Artificial General Intelligence (AGI).

  • What are some of the ethical considerations surrounding the use of AI in various applications?

    -Ethical considerations include data privacy, consent for recording in devices like the Limitless pendant, the potential for deepfake technology, and the impact of AI on jobs and society. It's important to ensure transparency, accountability, and fairness in AI applications.

Outlines

00:00

πŸš€ Meta's Llama 3 Release and AI Industry Updates

This week's major AI news includes Meta's release of Llama 3, an upgrade from Llama 2, which has influenced many current open-source language models. Llama 3 integrates real-time knowledge from Google and Bing and introduces creative features like animation and high-quality image generation. Two versions were released: an 8 billion parameter model and a 70 billion parameter model. While they perform well, the upcoming 400 billion parameter model is anticipated to have superior capabilities, including multimodality and larger context windows. Additionally, Nvidia highlighted their role in training Llama 3 on their GPUs and the imminent availability on their platform, Grock.

05:00

🎨 AI Image Generation and Animation with Meta's New Tools

Meta introduced an AI image generator under the 'Imagine' tab on their website, which creates images in real-time as users type in their prompts. The system also features an 'animate' function, allowing users to transform still images into short animations. This innovative tool is free to use and showcases the potential for AI in creative applications beyond text-based interactions.

10:01

πŸ€– Advancements in AI Models and Multibot Chat

The video discusses the future of large language models, suggesting a shift towards chatbots that can select the best model for a given task or allow users to tag a specific model for their query. PO's multibot chat feature is highlighted as an example, where users can interact with different models based on the question posed. The segment also covers Microsoft and Google's investment in data centers to advance AI capabilities, hinting at a race towards achieving Artificial General Intelligence (AGI).

15:02

🎭 AI in Art and Media: Stable Diffusion 3 and Adobe's AI Tools

Stable Diffusion 3, a significant update in the AI art world, is now available via API for software integration, though a user-friendly interface is not yet available. The tool excels at incorporating text into images. Adobe's NAB conference showcased AI capabilities, including object removal, style transfer, and clip extension in video editing. These advancements are set to enhance content creation and editing processes significantly.

20:03

πŸ§‘β€πŸ’» AI Tools for Content Creation and Video Editing

Adobe Premiere is set to integrate with AI video generation models like Pika, Runway, and Sora, allowing video creators to generate videos and perform tasks like inpainting directly within the editing platform. DaVinci Resolve 19 introduces AI color grading and motion tracking. These tools aim to streamline and enhance the video creation process for professionals.

25:04

πŸ€– AI Gadgets and the Future of Robotics

The video concludes with a look at various AI-enabled gadgets, including the Rabbit R1, a device that can be trained to perform tasks autonomously, and the Limitless pendant, a consent-based conversation recorder. Additionally, the integration of AI with earbuds and Logitech's AI prompt builder for mice are mentioned. The segment also addresses Boston Dynamics' new Atlas 001 robot, which has generated a mix of awe and unease due to its advanced capabilities and eerie movements.

30:04

πŸ“’ Wrapping Up and Looking Forward to Future AI Developments

The host summarizes the week's AI news and encourages viewers to stay updated by joining the Future Tools newsletter and checking out the NextWave podcast for in-depth discussions on AI. The host expresses gratitude for the sponsorship by GPT Trainer and the viewers' engagement with the content.

Mindmap

Keywords

Llama 3

Llama 3 is a state-of-the-art AI model released by Meta, which is an upgrade from its predecessor, Llama 2. It is significant because it integrates real-time knowledge from Google and Bing, and introduces unique creation features like animation and high-quality image generation. The model is open-sourced, allowing it to be freely used and improved upon by the AI community. In the video, Llama 3 is highlighted as a monumental advancement in AI, with the potential to compete with current models like GP4 and Claude 3 Opus once the 400 billion parameter model is released.

Open Source

Open source refers to a type of software where the source code is made available to the public, allowing anyone to view, use, modify, and distribute the software. In the context of the video, Meta's decision to open source Llama 3 means that the AI model's underlying code is accessible to developers worldwide. This fosters a collaborative environment where the technology can be collectively improved and innovated upon, which is a key theme in the video.

Multimodality

Multimodality in AI refers to the ability of a system to process and analyze data from multiple different types of inputs, such as text, images, and sound. The video discusses Meta's intention to bring multimodality to Llama 3, suggesting that the AI will be able to understand and generate content across various formats, enhancing its capabilities and making it more versatile.

Hugging Face

Hugging Face is a company specializing in natural language processing (NLP) and is mentioned in the video as a platform where Llama 3 is available for use via API. It is a key player in the AI space, providing tools and services that facilitate the development and deployment of AI models. In the video, it is presented as an alternative to using Meta's own platform for accessing Llama 3.

AI Image Generator

An AI image generator is a tool that uses artificial intelligence to create images based on textual descriptions or other input data. The video showcases Meta's AI image generator, which can generate images in real-time as users type their prompts. This feature is highlighted as a 'cool' and innovative aspect of Meta's AI capabilities, demonstrating the potential of AI to create visual content on demand.

GPT Trainer

GPT Trainer is mentioned in the video as a no-code framework that allows users to build multi-agent chat GPT-like chatbots. These chatbots can utilize function calling capabilities and integrate with user data to provide advanced customer support. The platform is positioned as a tool for online businesses to stand out by offering 24/7 AI-powered customer support, which is a significant development in the application of AI for business operations.

Stable Diffusion 3

Stable Diffusion 3 is an AI model for generating images from textual descriptions. Although not yet accessible through a user-friendly interface, its API has been released for integration into software products. The video discusses the anticipation surrounding its release and its potential impact on AI image generation apps, indicating a shift towards more sophisticated AI-driven content creation tools.

AI Dogfight

The term 'AI dogfight' refers to a simulated or real combat scenario between an AI-controlled vehicle and a human-controlled one. In the video, it is mentioned that the US Air Force successfully conducted an AI dogfight using real jets, marking a significant milestone in the application of AI in military technology. This event is significant as it suggests the potential future use of AI in combat situations.

AI Gadgets

AI gadgets are consumer products that incorporate artificial intelligence to perform various tasks or provide enhanced functionality. The video discusses several AI gadgets, including the Rabbit R1, a device that can be trained to perform specific tasks, and the Limitless pendant, which records conversations after consent is given. These gadgets exemplify the growing trend of integrating AI into everyday devices to improve efficiency and convenience.

Logitech AI Prompt Builder

The Logitech AI Prompt Builder is a feature that allows users to program their Logitech mice to run specific AI prompts. This integration enables users to perform tasks like translation or information retrieval directly from their mouse, streamlining their workflow. The video mentions this feature as an example of how AI is being incorporated into common peripherals to enhance user experience.

Boston Dynamics Atlas 001

Boston Dynamics Atlas 001 is a humanoid robot developed by Boston Dynamics. The video discusses the robot's new form factor, which is smaller and more electric than its predecessor. The robot's demonstration video, which shows it standing up and walking, has gone viral and is noted for its 'creepy' factor. This robot represents the advancement in robotics and AI, showcasing the potential for more autonomous and sophisticated mechanical systems.

Highlights

Meta has released Llama 3, an open-source large language model that is expected to compete with current models like GP4 and Claude 3 Opus.

Llama 3 integrates real-time knowledge from Google and Bing, enhancing its responses with up-to-date information.

The model includes unique creation features, enabling it to create animations and high-quality images in real-time.

Meta has open-sourced the first set of Llama 3 models with 8 billion and 70 billion parameters, showcasing best-in-class performance for their scale.

A 400 billion parameter model is in training, promising even greater capabilities such as multimodality and larger context windows.

Llama 3 is available for use via API on Hugging Face and is expected to be on Grock soon, highlighting its potential for accelerated inference.

The new Meta AI website allows users to ask questions that the model will answer by searching the web in real-time.

An AI image generator under the 'Imagine' tab can create images in real-time as users type their prompts.

The AI can also animate images, offering a new level of interactivity and creativity for users.

GPT Trainer is highlighted as a no-code framework for building multi-agent chatbots with function calling capabilities,ι€‚εˆ24/7 customer support.

Xai announced Grock 1.5 with Vision, a model that can write code from a diagram, showcasing its potential for coding assistance.

PO has introduced multibot chat, allowing users to interact with different models based on the question asked.

Google and Microsoft are both investing heavily in AI infrastructure, aiming to build data centers to push towards Artificial General Intelligence (AGI).

Stable Diffusion 3 has been released, with an API available for integration into software products, though a user interface is not yet available.

Leonardo AI is expected to soon integrate Stable Diffusion 3 and is also releasing a style transfer feature for image generation.

Microsoft's research project VasaOne can generate talking videos from headshots and audio clips, with advanced emotional expressions.

Adobe demonstrated AI features at the NAB conference, including object removal and clip extension in video editing, set to revolutionize content creation.

The US Air Force confirmed the first successful AI dogfight using real jets, marking a significant milestone in autonomous military technology.

Various AI-enabled gadgets are gaining attention, including the Humane AI pin, Rabbit R1, Limitless pendant, and Logitech's AI prompt builder for mice.

Boston Dynamics' new Atlas 001 robot has gone viral, showcasing significant advancements in robot design and mobility.