Model Serving · Model asset
Independent Draft Model
Model assetModel ServingModelsarc:IndependentDraftModel
An existing small pretrained language model used unmodified as a separate draft for speculative decoding.
Responsibility. Provides zero-training-cost speculative drafts.
Variant of Speculative Draft Model abstract
When to choose. Choose for rapid prototyping where zero training cost and immediate deployment outweigh modest acceptance.
Relationships
alternative to variability
Quantitative guidance
As stated by the sources; verify before use.
- alpha=0.5-0.7, 1.5-2.2x speedup, high memory overhead (Ch7.1A).
Classification
- Technologies
- TinyLlama 1BPhi-2 3B
Sources
- Ch7.1A: T. Nguyen, "Advanced Implementation with Nvidia NEMO Framework and Nvlink," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 7.1A. ISBN: 9798244538229.