Wake up babe, a dangerous new open-source AI model is here

Fireship
19 Aug 202404:45

Summary

TLDRThe video script discusses the emergence of AI image generators, Imagin 3 by Google and Grock 2 by Elon, which generate hyperrealistic images. However, the spotlight falls on Flux, an open-source model by Black Forest Labs, dubbed as a 'Mid Journey killer' and 'Next Gen Stable Diffusion replacement.' Flux's realism and potential for impersonation are highlighted, along with its capabilities for fine-tuning with custom data. The script also touches on the controversy surrounding AI-generated images and the ethical implications of impersonation, ending with a guide on how to run and fine-tune Flux locally.

Takeaways

  • πŸ†• Two new AI image generators, Imagin 3 from Google and Grock 2 from Elon, have been released, both capable of generating hyperrealistic images from text prompts.
  • 🚫 Contrary to the initial question, neither Imagin 3 nor Grock 2 is open source or uncensored; the actual open-source model is Flux from Black Forest Labs.
  • πŸ”₯ Flux is being hailed as a 'Mid Journey killer' and a potential 'Stable Diffusion replacement', indicating its high quality and capabilities.
  • ⚠️ There are concerns about the realistic and potentially dangerous capabilities of Flux, including impersonation, which Google DeepMind's recent paper highlights as a major risk of generative AI.
  • πŸ“… The video report is dated August 19th, 2024, reflecting the current state of AI image generation technology at that time.
  • πŸ€– People are outraged by a photo generated by Flux, which, despite being fake, is so realistic that it blurs the line between reality and AI-generated content.
  • πŸ› οΈ The video explains how to run Flux locally, fine-tune it with custom data, and even turn the results into videos, offering a high level of personalization.
  • πŸ’‘ Google's Image Gen 3 is praised for its impressive UI and image quality, but it is more restricted compared to Flux, focusing on avoiding offensive content and impersonation.
  • πŸ” Flux was developed by former employees of Stability AI, which adds credibility to its capabilities, especially following the disappointment with Stable Diffusion 3.
  • 🌐 There are already adaptations of Flux available for special use cases, and the community is actively exploring and sharing these on platforms like CivitAI.
  • πŸ”§ The video provides a basic guide on how to fine-tune Flux with personal images and even generate AI partners, showcasing the potential for personalized AI content creation.

Q & A

  • What are the two new AI image generators mentioned in the script?

    -The two new AI image generators mentioned are Imagin 3 from Google and Grock 2 from Elon.

  • Is either Imagin 3 or Grock 2 open source and uncensored?

    -No, neither Imagin 3 nor Grock 2 is open source and uncensored. The script suggests that the real hero is Flux from Black Forest Labs.

  • What is Flux, and why is it considered a threat by some?

    -Flux is a new image generation model from Black Forest Labs that is taking the world by storm. It is considered a threat due to its hyperrealistic and potentially dangerous capabilities, including impersonation, which could be misused.

  • What did Google Deep Mind release recently that is related to generative AI?

    -Google Deep Mind released a paper that studied the ways people abuse generative AI, highlighting impersonation as a significant danger.

  • What is the issue with the photo generated by Grock using Flux?

    -The photo generated by Grock using Flux has caused outrage on the internet because it depicts a politically sensitive and potentially offensive scene, even though it is fake.

  • What features does Google's Image Gen 3 offer that are different from its predecessor?

    -Image Gen 3 offers an improved user interface that uses AI to generate prompts as you write them, and it has better image quality compared to Image Gen 2, which had to be taken down due to generating offensive content.

  • Who created Flux, and what is its relationship to Stable Diffusion?

    -Flux was created by former employees of Stability AI who worked on Stable Diffusion. Flux is seen as setting a new bar for open source models, potentially rivaling future versions of Stable Diffusion.

  • What are the three different Flux models mentioned in the script, and what is the main difference between them?

    -The three different Flux models are Flux Pro, Flux Dev, and Flux Schnell. The main difference is their licensing and intended use; Flux Schnell is the smallest and only licensed under Apache 2.0 for commercial use, Flux Pro is for commercial access via API, and Flux Dev is for experimentation with the highest quality and efficiency but not for commercial use.

  • How can one fine-tune Flux with their own custom data?

    -One can fine-tune Flux with their own custom data using open source projects like Simple Tuner or Xlux, which provide tools and training scripts to train your own model with a folder of images and corresponding JSON files containing captions.

  • What is the process described in the script for creating a full-stack AI partner?

    -The process involves building a dataset of images and captions, training an Aura model based on Flux, giving the AI partner a voice using a tool like 11 Labs, and finally generating a video with lip sync using a tool like Pabs.

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Highlights

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Transcripts

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Related Tags
AI ArtImage GeneratorsFlux ModelEthical AIImpersonation RiskGenerative AIDeepfake TechnologyCustom AIOpen SourceAI Fine-Tuning