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Studio UI concept

Navigation

The desktop-shaped web app has six primary workspaces:

  1. Projects — recent projects, storage, source/target summary.
  2. Models — import, inspect tensors/config, compatibility report.
  3. Data — schema mapping, preview, formatting, token statistics.
  4. Train — recipe builder, memory estimate, live metrics, checkpoints.
  5. Convert — adapter, signatures, quantization, validation matrix.
  6. Artifacts — manifests, benchmarks, checksums, packaging/export.

Main conversion flow

┌ Source model ─────┐  ┌ Compatibility ───┐  ┌ Export target ────┐
│ local / registry  │→ │ adapter + issues │→ │ signatures + ops  │
└───────────────────┘  └───────────────────┘  └───────────────────┘
          ↓                      ↓                       ↓
┌ Tensor inspector ┐  ┌ Quantization ─────┐  ┌ Validate/package ┐
│ names/dtypes/size │  │ policy + dataset │→ │ logits/device    │
└───────────────────┘  └───────────────────┘  └──────────────────┘

Interaction rules

  • Show a readable plan before every run.
  • Label unsupported combinations at selection time.
  • Keep warnings adjacent to the setting that causes them.
  • Separate measured results from estimates.
  • Make logs searchable but keep the default view task-oriented.
  • Allow every UI-created plan to be exported as JSON and replayed by CLI.

Component map

ProjectShell, SourcePicker, ModelInspector, CompatibilityCard, DatasetMapper, RecipeBuilder, ResourceEstimate, PipelineGraph, JobConsole, MetricChart, QuantizationPicker, ValidationMatrix, and ArtifactManifest.

See apps/studio-web/README.md for the proposed client implementation.