Node-Fleet Training News (20260218T003239Z)

• Generated: 2026-02-18T00:32:48.556127+00:00
• Verdict: Growth confirmed across node-fleet
• Samples: 3408
• Split: 2726 train / 682 val
• Overall confirmed: True
• Hugging Face upload: ok

Specialist Results

• code_execute: confirmed True, val acc 0.715542 -> 0.749267, val loss drop 0.057219
• doc_plan: confirmed True, val acc 0.611437 -> 0.696481, val loss drop 0.037916
• memory_storage: confirmed True, val acc 0.494135 -> 0.64956, val loss drop 0.01706

Fleet Coordinator

• confirmed: True
• val acc: 0.665689 -> 0.665689
• val loss drop: 0.029783

Plain-English Readout

• The specialist heads are learning role-specific behavior.
• The fleet coordinator is improving when loss goes down consistently.
• Next quality jump comes from adding more real docs and story corpora, not only augmented data.