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Update custom training docs for premium GPU billing - #5406

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Eliza Farley (elizafarley) merged 1 commit into
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claude/DOCS-5014-custom-training-billing
Oct 12, 2026
Merged

Eliza Farley (elizafarley) merged 1 commit into
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claude/DOCS-5014-custom-training-billing

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Documents: DOCS-5014

Source changes

  • APP-18209, APP-18194 — viamrobotics/app#13884: custom training jobs now run on premium GPUs (RTX Pro 6000, falling back to A100 40GB), their compute is billed at a multiple of built-in training (customTrainingBillingMultiplier in mltraining/training_job_manager.go), and the training form in the app now says "Custom training runs on premium GPUs and is billed at a higher rate than built-in training."

The app PR description says 10×, but the merged constant is 1.5. This edit uses the app's own "higher rate" wording and leaves the number to the pricing page.

Docs changes

  • docs/train/custom-training-scripts.md: the "Submit a training job" section said only that custom training "is part of the Viam platform". It now says custom training jobs run on premium GPUs and are billed at a higher rate than managed training, and still links to the pricing page for figures.

How I found these

  • Xref lookup: none (billing multipliers are not mapped in app-api-xref.md)
  • Grep matches: pricing, billed, GPU, custom training, managed training, built-in training across docs/, data/, layouts/, static/. custom-training-scripts.md is the only page that describes custom-training cost. organization/billing.md lists billing categories but no per-job rates, and train-a-model.md covers managed training only.

DOCS-5014 is the docs sweep ticket for APP-18188, the parent epic of APP-18209 and APP-18194.


Generated by daily docs change agent

🤖 Generated with Claude Code

https://claude.ai/code/session_01KuKgZ12FESthPu4dBj2Vsx


Generated by Claude Code

viamrobotics/app#13884 (APP-18209/APP-18194) runs custom training jobs on
premium GPUs, bills them at a multiple of built-in training compute, and
adds a pricing notice to the training form in the app.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01KuKgZ12FESthPu4dBj2Vsx
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@viambot viambot added the safe to build This pull request is marked safe to build from a trusted zone label Oct 10, 2026
@elizafarley
Eliza Farley (elizafarley) merged commit 1b43b10 into main Oct 12, 2026
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Eliza Farley (elizafarley) deleted the claude/DOCS-5014-custom-training-billing branch October 12, 2026 19:09
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4 participants