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dc6bd151 - Fix Chroma attention padding order and update docs to use `lodestones/Chroma1-HD` (#12508)

Fix Chroma attention padding order and update docs to use `lodestones/Chroma1-HD` (#12508) * [Fix] Move attention mask padding after T5 embedding * [Fix] Move attention mask padding after T5 embedding * Clean up whitespace in pipeline_chroma.py Removed unnecessary blank lines for cleaner code. * Fix * Fix * Update model to final Chroma1-HD checkpoint * Update to Chroma1-HD * Update model to Chroma1-HD * Update model to Chroma1-HD * Update Chroma model links to Chroma1-HD * Add comment about padding/masking * Fix checkpoint/repo references * Apply style fixes --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>