AI Readiness

Measured on Hugging Face Hub (models), Hugging Face Hub (datasets), Belebele, Global-MMLU.

Observatories

4 observatories measure AI Readiness.

Hugging Face Hub (models)

Open index →

95 languages

Language-tagged models on the Hub. Counts need careful filtering and deduplication.

Hugging Face Hub (datasets)

Open index →

95 languages

Language-tagged datasets on the Hub. Strong signal that a language is trainable.

96 languages

Reading comprehension across 100+ language variants. Presence means evaluable, not merely trainable.

Global-MMLU

Open index →

42 languages

Knowledge evaluation (MMLU-style) in 42 languages from Cohere For AI.