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Artificial Intelligence l l AI Updates

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Post #781 639
1️⃣ VLMs (Vision-Language Models)
These multimodal combine visual and textual understanding to interpret images and generate text about them.

2️⃣ SLMs (Small Language Models)
Compact yet powerful models optimized for edge devices with tight energy and latency constraints.

3️⃣ MLMs (Masked Language Models)
The OG bidirectional models that look at both left and right context to understand meaning in text.

4️⃣ SAMs (Segment Anything Models)
Foundation models for universal visual segmentation with pixel-level precision.

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Post #780 553
1️⃣ LLMs (Large Language Models)
These foundational models process text token-by-token, enabling everything from creative writing to complex reasoning.

2️⃣ LCMs (Large Concept Models)
Meta's newer approach encodes entire sentences as "concepts" in SONAR embedding space, transcending word-level processing.

3️⃣ LAMs (Large Action Models)
Emerging models that bridge understanding with action, executing tasks through system-level operations.

4️⃣ MoE (Mixture of Experts)
These models activate only relevant expert networks per query, dramatically improving efficiency while maintaining performance.

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