74B total and 9B active parameters, up to 256K context, OpenMDW 1.1. The GGUF card lists 28GB/65,536 and 32GB/262,144-token single-sequence recipes; check vision components, drafter and hardware together. Not installed or tested here.
Test configuration: Effort not named in source table
Source read · · v4.3.2
Each model uses its highest tested setting, with fallback conditions retained. Original K3 remains at max44 from its readable individual page; the aggregate page now lists K3.1 Pro separately. Scores use one evaluator. The index mainly evaluates English text tasks; examine Chinese and image capabilities separately.
The 120B-total, 12B-active multimodal model launches with public weights, training materials and hosted routes; model cards specify precision and hardware.
The 74B-total, 9B-active local-agent model launches. 24GB names a specific quantization recipe; long-context GGUF requires more memory. E4B remains a later plan.
A specialist continues endoscopic video from two-arm actions; distinguish two-/four-step weights and the GPU runtime. Clinical validity and a matching score in the existing physics board remain unestablished.