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docs: add USER_WORKFLOW.md — end-user journey from idea to trained model

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Practical walk-through for someone landing on the platform without
context: pick a base model, prepare data, run a fine-tune, test the
result. Grounded in what the platform actually does today.

Covers the four main pages (/models, /datasets/upload, /jobs/create,
/jobs/view) and flags current limitations (NFP-52 chat-test gap for
platform-trained models, etc.). Includes an iteration table mapping
common failure modes to fixes, and a "first-week mistakes" list.

Linked from README alongside the developer MANUAL.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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2026-05-20 22:57:08 +02:00
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@@ -3,6 +3,7 @@
Drop-in setup for new developers joining the platform.
→ **Start with [`MANUAL.md`](MANUAL.md)** — full developer manual with quick-start at the top.
→ End-user perspective: **[`USER_WORKFLOW.md`](USER_WORKFLOW.md)** — idea → data → train → test, in plain language.
## Quick orientation