UKPLab/EasyNMT

Health v2 · maintenance only

Adoption not part of the score

1260 stars · 123 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

EasyNMT is a Python library providing easy access to state-of-the-art neural machine translation for 100+ languages using models like Opus-MT, mBART50, and M2M_100. It supports automatic language detection, sentence and document translation, multi-GPU/multi-process translation, and ships with Docker images exposing a REST API.

Use cases

• translate text between 100+ languages in python
• detect the language of a sentence automatically
• batch translate documents with a pretrained model
• host a machine translation REST API in docker
• run translation on multiple GPUs
• translate a mixed-language list of sentences to one target language

When to choose

• you need simple, few-lines-of-code neural translation in Python
• you want automatic model download and language detection
• you need a ready-made Dockerized translation REST API
• you want multi-GPU or multi-process translation throughput

When to avoid

• you need fine-grained control over model training or custom translation models
• you need the newest models or active updates (last release was late 2023)
• you need translation for very low-resource languages not covered by Opus-MT, mBART, or M2M_100

Facets

library · maturity maintenance

machine-learning nlp llm-inference machine-learning artificial-intelligence python cross-platform neural-machine-translation translation opus-mt mbart m2m100 rest-api language-detection natural-language-processing docker gpu

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markdown · JSON · MCP: product_card(name="UKPLab/EasyNMT")