Dataflow 101
What Is an AI Chip?
SambaNova | 2 min
How GPUs Process AI
SambaNova | 2 min
How RDUs Process AI
SambaNova | 2 min
Description
Learn what a Reconfigurable Dataflow Unit (RDU) is, how it differs from general-purpose AI hardware, and why it is designed specifically to make inference more efficient when trained models are serving real requests in production.
Additional Resources
Key Differentiators of RDU for Inference
SambaNova | 2 Mins
Additional Resources
- Blog: Why agentic inference needs hybrid hardware
- Blog: Why dataflow matters
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Product: RDU
Understanding the Benefits of Model Bundling
Varun Krishna | 3 Mins
Description
Discover how SambaNova's model bundling lets you run multiple AI models on a single rack, boosting cluster utilization and lowering total cost of ownership for agentic and multi-model workloads.
Additional Resources
- Blog: Why modern AI infrastructure needs model bundling
- Blog: How model bundling works
- Product: SambaRack
- Product: SambaStack
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