Meta Unveils Llama 4: A New Generation of Multimodal AI Models

Meta has officially launched Llama 4, the latest iteration in its flagship AI model series, introducing three advanced variants: Llama 4 Scout, Llama 4 Maverick, and Llama 4 Behemoth. Trained on vast datasets of unlabeled text, images, and videos, these models promise enhanced visual understanding and multimodal capabilities.

Key Features of Llama 4 Models

1. Architecture & Efficiency

  • Mixture of Experts (MoE): Llama 4 is Meta’s first model family to adopt MoE architecture, improving computational efficiency by delegating tasks to specialized sub-models.
  • Parameter Breakdown:
    • Maverick: 400B total parameters (17B active, 128 experts)
    • Scout: 109B total parameters (17B active, 16 experts)
    • Behemoth: 2T total parameters (288B active, 16 experts) [still in training]

2. Performance Benchmarks

  • Maverick: Outperforms GPT-4o and Gemini 2.0 in coding, reasoning, and multilingual tasks but trails behind Gemini 2.5 Pro and GPT-4.5.
  • Scout: Excels in document summarization and large-codebase reasoning, boasting a 10M-token context window—ideal for processing lengthy documents.
  • Behemoth: Preliminary tests show it surpasses GPT-4.5 and Claude 3.7 Sonnet in STEM-focused evaluations.

3. Hardware Requirements

  • Scout: Runs on a single NVIDIA H100 GPU.
  • Maverick: Requires an NVIDIA H100 DGX system or equivalent.
  • Behemoth: Demands even more robust infrastructure (details TBD).

Availability & Licensing Restrictions

  • Open Access: Scout and Maverick are available via Llama.com and partners like Hugging Face.
  • Regional Limitations: Users/companies in the EU are barred from using or distributing Llama 4 due to regulatory conflicts with AI and data privacy laws.
  • Enterprise Clause: Companies with 700M+ monthly active users must obtain a special license from Meta.

Ethical & Political Considerations

Meta highlights Llama 4’s reduced refusal rate on contentious topics, aiming for balanced responses across political and social debates. This aligns with broader industry trends to address accusations of AI bias, though technical challenges remain.

“You can count on Llama 4 to provide helpful, factual responses without judgment,” a Meta spokesperson stated.

What’s Next?

Meta positions Llama 4 as the start of a new era for its AI ecosystem, with Behemoth’s full release and further multimodal expansions (currently limited to the U.S. in English) expected soon.

Image Credits: Meta


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