docs(model-providers): copy-editing across provider pages - #499
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g-despot merged 2 commits intoAug 8, 2026
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A duplicated-word footer ('multimodal embedding embeddings models') appears in
eight provider pages, a duplicated verb, a repeated 'Dataricks' typo, and
'Chose' for 'Choose' across three Transformers pages.
The Databricks pages told readers to provide an API key in several places.
Databricks uses a personal access token, which the pages' own header tables
already say. The custom-image page also named a folder the Dockerfile beside it
does not use.
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Pull request overview
Copy-edits 18 model-provider pages to improve grammar, terminology, and configuration accuracy.
Changes:
- Removes duplicated words and corrects grammar and spelling.
- Clarifies Databricks token requirements and Cohere defaults.
- Aligns custom-image instructions with Dockerfile paths.
Reviewed changes
Copilot reviewed 18 out of 18 changed files in this pull request and generated 1 comment.
Show a summary per file
| File | Description |
|---|---|
voyageai/reranker.md |
Fixes duplicated embedding wording. |
voyageai/embeddings.md |
Fixes duplicated embedding wording. |
transformers/reranker.md |
Corrects “choose” grammar. |
transformers/embeddings.md |
Corrects “choose” grammar. |
transformers/embeddings-multimodal.md |
Corrects “choose” grammar. |
transformers/embeddings-multimodal-custom-image.md |
Clarifies custom model paths and terminology. |
transformers/embeddings-custom-image.md |
Corrects verb agreement. |
nvidia/reranker.md |
Fixes duplicated embedding wording. |
nvidia/generative.md |
Fixes duplicated embedding wording. |
nvidia/embeddings.md |
Fixes duplicated embedding wording. |
kubeai/index.md |
Removes a duplicated verb. |
google/index.md |
Improves grammar and heading hierarchy. |
databricks/generative.md |
Corrects spelling and token terminology. |
databricks/embeddings.md |
Corrects spelling, spacing, and token terminology. |
cohere/reranker.md |
Clarifies the server default and fixes duplication. |
cohere/generative.md |
Fixes duplicated embedding wording. |
cohere/embeddings.md |
Clarifies the server default and fixes duplication. |
cohere/embeddings-multimodal.md |
Clarifies the server default. |
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Low tier, 2 of 7. 4 findings, 18 files.
A duplicated-word footer ("multimodal embedding embeddings models") appears in eight provider pages, not the two filed. Plus a duplicated verb, a repeated
Datarickstypo, andChoseforChooseacross three Transformers pages.Beyond the brief: the Databricks pages told readers to provide an API key in several places. Databricks uses a personal access token, which those pages' own header tables already say. The multimodal custom-image page also told readers to replace a folder name the Dockerfile beside it does not use.
Verified: build exit 0.