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Website: Rewrite/rewire model cards into Benchmarks section#267

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Website: Rewrite/rewire model cards into Benchmarks section#267
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@aidanfnv aidanfnv commented Jun 2, 2026

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…pages

Sister-PR to dev/aidanf/flashdreams-site-merge. Site-merge keeps the
3-file shape from main (`docs/source/models/index.rst` + 8 per-model
pages, no `benchmarks.rst`) and labels the Benchmarks navbar tab to
point at `models/index`. This branch carries the actual benchmarks
landing page plus the supported-models absorption plus the per-model
edits as a single coherent diff.

- `docs/source/benchmarks.rst` added (methodology, per-recipe latency
  tables across H100 / GB200 / GB300, versus-upstream + parity status,
  supported-models gallery, methodology footnote, "how we got here"
  links). Carries a `:hidden:` `:maxdepth: 1` toctree at the bottom
  listing the 8 per-model sub-pages so they remain reachable from
  the Benchmarks tab.
- `docs/source/models/index.rst` removed — the supported-models
  gallery is now the Supported-models section of `benchmarks.rst`.
- `docs/source/models/*.rst` (8 files) updated to the marketing-flow
  shape: hero band, per-device profile callouts, fd-* component
  vocabulary.

Master toctree (`docs/source/index.rst`): the Benchmarks entry now
reads `benchmarks` so the navbar lands on the new page.

Cross-reference retargets `/models/index` → `/benchmarks`:

- `docs/source/index.rst:119` Performance-section "benchmarks page"
  link.
- `docs/source/api/integrations.rst:34`.
- `docs/source/quickstart/installation.rst:88`.
- `docs/source/quickstart/first_world_model.rst:65`.
- `docs/source/developer_guides/usage_patterns.rst:122`.

Config changes (inverse of the un-absorption on site-merge):

- `conf.py` `secondary_sidebar_items` and `html_sidebars`: restore the
  `"benchmarks": []` entries (the page exists again).
- `_templates/layout.html` `_fd_prose_narrow_indices`: `models/index`
  → `benchmarks`; adjacent comments updated.
- `_static/custom.css`: two comments updated to "benchmarks" rather
  than "models gallery".
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github-actions Bot commented Jun 2, 2026

PR Preview Action v1.8.1

QR code for preview link

🚀 View preview at
https://NVIDIA.github.io/flashdreams/pr-preview/pr-267/

Built to branch gh-pages at 2026-06-03 00:29 UTC.
Preview will be ready when the GitHub Pages deployment is complete.

Resolves a single modify/delete conflict.

- `docs/source/models/index.rst`: deleted on the benchmarks branch
  (the supported-models gallery now lives as the Supported-models
  section of `benchmarks.rst`), but site-merge brought it back when
  PR #144 absorbed `origin/dev/aidanf/flashdreams-site`. Keep the
  deletion — the benchmarks branch's whole job is to replace
  `models/index.rst` with `benchmarks.rst`.

The auto-merge handled the rest:
- `conf.py` / `_templates/layout.html` / `_static/custom.css` kept
  this branch's `"benchmarks": []` patterns and
  `_fd_prose_narrow_indices = ('community/index', 'quickstart/index',
  'benchmarks')` — both directions agreed on the benchmarks-side
  shape.
- `docs/source/index.rst` kept this branch's master toctree
  (`benchmarks` as the Benchmarks tab target) and the
  `:doc:\`benchmarks page <benchmarks>\`` reference in the
  Performance section.
- `docs/source/models/*.rst` (8 files) auto-merged cleanly: this
  branch's marketing-flow rewrites win over site-merge's main-state
  shape, since the per-model edits are part of the benchmarks PR.
- `docs/source/api/integrations.rst` /
  `docs/source/quickstart/installation.rst` /
  `docs/source/quickstart/first_world_model.rst`: kept this branch's
  `/benchmarks` cross-refs.
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