Subtopic Dpo · Fine Tuning · Distillation Takeaways − Cohere released North Small Translate , a 218B / 25B-active MoE translation model with open weights. Scores 83.60 on WMT26 across 50+ languages, beating DeepL NextGen (81.37) and Google Translate (68.20).

How well does nDCG capture the quality of modern retrieval systems? nDCG is the established yardstick for measuring how well search systems rank results, and is widely used across benchmarks such as MTEB and BEIR .

State-of-the-art enterprise retrieval: Embed 5 Pro achieves the highest average score of any model we tested, particularly across financial datasets, parsed PDFs, and visually rich documents. A new Fast tier: Embed 5 Fast brings strong retrieval quality to latency, and cost-sensitive workloads, at $0.08 per million tokens.

Compass is Cohere’s retrieval platform for developers building AI applications with their enterprise data. It surfaces the most relevant information from your company’s corpus for use in retrieval-augmented generation (RAG), search, and agentic workflows.

We are announcing the signing of a definitive business combination agreement with Aleph Alpha, following the release of our planned partnership in April of this year. Operating globally as Cohere, the unified company will effectively create the first transatlantic sovereign AI solution.

Multilingual Reasoning Image Inputs Safety Modes Citations Tool Use Structured Outputs For both trial keys and production keys, North Small Translate is free until rate limits are reached. Learn more about rate limits for different models and key types here .

North: The AI Platform Where Work Flows | Cohere Skip to content Embed 5 is here: state-of-the-art retrieval - now available in Pro and Fast tiers.

Skip to content Embed 5 is here: state-of-the-art retrieval - now available in Pro and Fast tiers.

Skip to content Embed 5 is here: state-of-the-art retrieval - now available in Pro and Fast tiers.