CohereRerank

Rerank 3.5

Rerank 3.5 is an older multilingual reranking model that remains in Cohere's catalog. It accepts document text and serialized structured records.

Model behavior

Its shorter context makes document chunking important. Cohere's guidance describes chunk handling for this generation and recommends preserving field order when records are serialized as YAML.Rerank context, truncation and input guidance

How to use it well

Practical guidance. Retain 3.5 as a baseline when reviewing an established integration. Use queries that depend on information near the end of a record and on relationships between fields. These cases can reveal truncation problems that ordinary short snippets miss. Before moving to a longer-context model, inspect which text your application actually sends and how much reaches the reranker.

Specifications & access

Rerank 3.5 specifications
DetailValue and conditions
AccessAPI
Model identifiersrerank-v3.5
Context window4,096 tokens

The query and each document share the model context.

Rerank context, truncation and input guidance

Related models

  • Quality-focused search reranker with Context Focus for returning relevant document passages.

    Launch date not confirmedAPI
  • Multilingual search reranker for documents and semi-structured records, with a focus on ranking quality.

    Launch date not confirmedAPI
  • Multilingual v3 reranker for documents and serialized structured text.

    Launch date not confirmedAPI