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Model Comparison: Thinking Machines Inkling 2 Small vs. Baidu ERNIE 5.5 Flash Base

Total Parameters - Inkling 2 Small594B
Active Parameters - Inkling 2 Small17B
Total Parameters - ERNIE 5.5 Flash Base280B
Active Parameters - ERNIE 5.5 Flash Base14B

Overview

Both Thinking Machines and Baidu have released large-scale Mixture-of-Experts (MoE) models designed to optimize processing efficiency by activating only a fraction of their total parameters during inference.

Reported Architecture and Scale

  • **Thinking Machines Inkling 2 Small:** Reported as a 594B total parameter MoE model with 17B active parameters.
  • **Baidu ERNIE 5.5 Flash Base:** Reported as a 280B MoE base model with 14B active parameters.
  • *Analysis:* While direct benchmark comparisons are absent from the immediate evidence, the structural divergence between a 594B/17B configuration and a 280B/14B configuration highlights varying design choices in balancing capacity against memory footprint.

    Research sources