Node-Fleet Training News (20260217T143132Z)

• Generated: 2026-02-17T14:31:40.818464+00:00
• Verdict: Growth confirmed across node-fleet
• Samples: 3403
• Split: 2722 train / 681 val
• Overall confirmed: True
• Hugging Face upload: ok

Specialist Results

• code_execute: confirmed True, val acc 0.707783 -> 0.763583, val loss drop 0.056707
• doc_plan: confirmed True, val acc 0.58884 -> 0.682819, val loss drop 0.032899
• memory_storage: confirmed True, val acc 0.493392 -> 0.649046, val loss drop 0.01673

Fleet Coordinator

• confirmed: True
• val acc: 0.666667 -> 0.666667
• val loss drop: 0.029912

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.