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TriAi Control
📊 Model overview
Live state of the served TriAi model.
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🧠 Training — nearest-neighbour + RK4
Autotune proposes the next run's hyperparameters & mode (NN warm-start → RK4 sweep), routes queued content into batches, and ingests it. Heavy neural retraining runs off-box on the GPU rig using this config.
Recent runs
when
strategy/cfg
added
chunks
📥 Content queue
Upload/queue material for the model to learn. It's held until a training run consumes it.
Pending
subject
name
pri
chars
by
🔑 API keys
Generate tiered keys to share access. low=query model/KB · medium=+queue content · admin=+train/manage. Keys are shown once and stored hashed.
label
tier
bits
id
status
🗝️ API key vault
Store third-party API keys (other sites) encrypted at rest. Reveal only when needed.
name
stored by
👥 Users & access
Grant portal access. You are the permanent sudo super-user.