[fede-kamel]

Summary

Corrects stale Oracle Cloud Infrastructure (OCI) Generative AI information in the model tables and on the OCI deployment pages. Every OCI model ID written here is taken verbatim from the linked Oracle documentation page (checked 2026-11-05). No code or SDK behaviour changes.

fern/pages/models/models.mdx

• Embed table, embed-v4.0: OCI cell said "(Coming Soon)". Embed 4 has been available on OCI since July 3, 2025 as cohere.embed-v4.0.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-embed-4.htm · https://docs.oracle.com/en-us/iaas/releasenotes/generative-ai/cohere-embed-4.htm
• Rerank table, rerank-v4.0-pro / rerank-v4.0-fast: OCI cells said N/A. Added cohere.rerank-v4.0-pro and cohere.rerank-v4.0-fast (available since May 9, 2026).
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-rerank-4-0.htm · https://docs.oracle.com/en-us/iaas/releasenotes/generative-ai/cohere-rerank-4.htm
• Command table: added rows for command-a-reasoning-08-2025 (cohere.command-a-reasoning) and command-a-vision-07-2025 (cohere.command-a-vision), on OCI since January 21, 2026.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-command-a-reasoning-08-2025.htm · https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-command-a-vision-07-2025.htm · https://docs.oracle.com/en-us/iaas/releasenotes/generative-ai/command-a-reasoning-vision.htm
  The non-OCI cells of these two rows are N/A because neither model appears on this repo's Bedrock or Azure pages, in OpenRouter's public model list, or in cohere-ai/cohere-aws. Please correct them if those platforms do carry the models.
• Embed v3 rows: Oracle marks every Embed v3 text and image model as deprecated with a retirement date of October 21, 2026 and Embed 4 as the replacement; the OCI cells now say so instead of presenting them as current.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm · https://docs.oracle.com/en-us/iaas/Content/generative-ai/deprecating-on-demand.htm
• rerank-v3.5: OCI cell marked deprecated (dedicated-mode retirement date January 8, 2027; replacement Rerank 4 Pro/Fast). The existing ID cohere.rerank.3-5 is kept unchanged: Oracle's model page currently prints cohere.rerank.v3-5 while its benchmark page prints cohere.rerank.3-5, so I did not swap one for the other.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-rerank-3-5.htm · https://docs.oracle.com/en-us/iaas/Content/generative-ai/deprecating-dedicated.htm
• Command R / R+ / Command / Command light OCI cells: these models are retired on OCI (cohere.command-r-08-2024 and cohere.command-r-plus-08-2024 on July 30, 2026; cohere.command-r-plus, cohere.command-r-16k, cohere.command, cohere.command-light earlier). Cells now read "N/A (retired)".
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/deprecating-on-demand.htm · https://docs.oracle.com/en-us/iaas/releasenotes/generative-ai/cohere-command-model-aliases-retired.htm
• embed-english-light-v2.0: OCI cell set to N/A; the model is not listed on Oracle's pretrained models page.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm

fern/pages/deployment-options/deployment-options/oracle-cloud-infrastructure-oci.mdx

• "deploy ... on the AWS cloud computing platform" → Oracle cloud (copy-paste error).
• Model list now matches what Oracle lists today, with OCI IDs and links: Command A Reasoning (dedicated AI clusters only), Command A Vision, Command A, Embed 4, Rerank 4 Pro (dedicated AI clusters only), Rerank 4 Fast; Embed v3 and Rerank 3.5 marked deprecated with Oracle's retirement dates; the retired Command R / R+ / Command / Command light models are no longer listed as available and are called out as retired.
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/pretrained-models.htm · https://docs.oracle.com/en-us/iaas/Content/generative-ai/model-endpoint-regions.htm
• "We also support fine-tuning for Command and Command light on OCI" replaced: those models are retired, and each current Cohere model page on OCI states "Not available for fine-tuning".
  https://docs.oracle.com/en-us/iaas/Content/generative-ai/cohere-command-a-03-2025.htm

fern/pages/deployment-options/oracle-cloud-infrastructure-oci.mdx

• "Available Models" and the V1/V2 table presented the Command R family as served on OCI via OciClient. Noted that the Command R family was retired from OCI on July 30, 2026 and listed the Command A family, Embed 4 and Rerank 4 instead. Code samples untouched.
  https://docs.oracle.com/en-us/iaas/releasenotes/generative-ai/cohere-command-model-aliases-retired.htm

Overview pages

• deployment-options/deployment-options.mdx and v2/deployment-options/deployment-options-overview.mdx: the OCI paragraph linked generate-models.htm and embed-models.htm, which now redirect to the pretrained models page; replaced with that page and "chat, embedding, and rerank models".

Left unchanged

• rerank = "Dedicated endpoints only" in the SDK feature table of the OCI page, and the OCI rerank cell in cohere-works-everywhere: these describe Python SDK behaviour, which this PR does not test.
• Bedrock "(Coming Soon)" cells: not OCI.

Disclosure: I work on OCI at Oracle. Everything above is backed by the public Oracle documentation pages linked; no internal information was used.

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Note

Low Risk
Documentation-only updates to MDX; no runtime, auth, or API behavior changes.

Overview
Updates Oracle Cloud Infrastructure (OCI) Generative AI documentation so model IDs, availability, and retirement status match Oracle’s current pretrained-models and deprecation pages. No SDK or product code changes.

On models.mdx, the platform tables now list Command A Reasoning/Vision OCI IDs, set embed-v4.0 and Rerank 4 OCI model names (replacing “Coming Soon” / N/A), mark Embed v3 and rerank-v3.5 as deprecated with retirement dates, and show Command R / Command / Command light on OCI as N/A (retired).

The OCI deployment pages fix the “AWS cloud” typo, refresh the supported-model list with OCI IDs and links, document Embed/Rerank 4 and Command A as current, note Command R retirement (July 30, 2026), and state that fine-tuning is not available for current Cohere models on OCI. The Python SDK OCI guide aligns Available Models and the V1 vs V2 table with that reality (Command A via OciClientV2, Command R via V1 retired).

Deployment overview copy now describes OCI as supporting chat, embedding, and rerank models and links to Oracle’s unified pretrained-models page instead of separate generate/embed doc URLs.

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