b11568: examples : fix draft sampling and rejection handling (#30095)
examples : fix draft sampling and rejection handling This commit fixes two issues in the speculative example which are described in detail in the linked issue.
Executive Summary
examples : fix draft sampling and rejection handling This commit fixes two issues in the speculative example which are described in detail in the linked issue. Resolves: #29975 examples : add kv-unified requirement for parallel > 1
Artificial Intelligence Architecture & Model Evaluation
From an artificial intelligence architecture, model weights governance, and inference efficiency perspective: - **Weights Accessibility & Sovereignty:** Evaluates whether weights are open for private self-hosting or locked behind centralized cloud APIs. - **Quantization & Edge Performance:** Kernel optimizations (4-bit/8-bit GGUF, AWQ, EXL2) allow high tokens-per-second on consumer GPUs and Apple Silicon. - **Reasoning & Architectural Scaling:** Scrutinizes mixture-of-experts (MoE), attention mechanisms, and fine-tuning datasets against open community benchmarks.
Impact on the Open Ecosystem
Protects developers and enterprises from proprietary black-box entrapment, fostering auditable, sovereign AI infrastructure.