How to Run sam3 Locally (No Cloud) Step-by-Step

If you want the fastest local installation for this model, use Docker.

Follow the guidelines below to continue.

The system automatically triggers a cloud download for all heavy weights.

There is no manual tuning required; the builder will automatically deploy the best matching configuration.

馃敆 SHA sum: f03f822f2d16c8139dce48408dda9185 | Updated: 2026-06-22



  • CPU: modern architecture (Zen 3 / Alder Lake minimum)
  • RAM: required: 16 GB absolute minimum for small models
  • Disk Space:70 GB free space for full FP16 weights storage
  • GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats

sam3 is a next鈥慻eneration multimodal AI model designed to understand and generate text, images, and audio with unprecedented coherence. Built on a scalable transformer backbone, it leverages a hierarchical attention mechanism that allows it to capture both local details and global context efficiently. The model was trained on a diverse corpus of 5 trillion tokens, including code, scientific papers, and creative writing, which equips it with a broad knowledge base. Evaluated on standard benchmarks, sam3 achieves state鈥憃f鈥憈he鈥慳rt results in language understanding, image captioning, and speech synthesis, often surpassing its predecessors by over 10%. Its flexible API and low鈥憀atency inference make it suitable for real鈥憈ime applications such as virtual assistants, content creation tools, and automated analytics platforms.

Parameter Count 12B
Context Length 8K tokens
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