{"categories":[{"label":"Software Development","url":"https://skillfed.io/packages/category/software-development/10"},{"label":"Scientific/Engineering","url":"https://skillfed.io/packages/category/scientific-engineering/5"}],"enrichment":{"capability":"Keras-NLP provides pretrained models and utilities for natural language processing tasks built on Keras 3, supporting multiple backends (JAX, TensorFlow, PyTorch, OpenVINO).","skillfed_tags":["multi-backend","pretrained-models","nlp"],"use_cases":["Fine-tune pretrained language models on custom text classification or sequence labeling tasks using your choice of backend.","Build NLP inference pipelines that run on OpenVINO for edge deployment while developing on JAX or PyTorch.","Migrate existing tf.keras NLP code to run on JAX for performance gains without rewriting custom layers.","Combine Keras NLP models with PyTorch data loaders or TensorFlow datasets in the same training loop.","Prototype NLP experiments rapidly by swapping backends to find the fastest one for your model architecture."],"what_it_does":"Keras-NLP is a library of pretrained models and utilities for natural language processing, built on top of Keras 3. It allows you to use the same high-level Keras API across multiple deep learning backends\u2014JAX, TensorFlow, PyTorch, or OpenVINO\u2014without rewriting code. You configure your backend before importing, then build and train NLP models using Keras abstractions that work identically regardless of which backend engine runs them underneath.\n\nThe library is designed for developers who want to avoid framework lock-in while building production NLP systems. It supports computer vision, audio, timeseries, and other tasks through the broader Keras ecosystem, but focuses specifically on pretrained model access and NLP workflows. Since it depends on keras-hub as its runtime foundation, it inherits Keras 3's multi-backend architecture and the ability to scale from laptops to distributed GPU/TPU clusters.","worth_installing":"Yes, with conditions. Install if you need pretrained NLP models and want multi-backend flexibility without framework lock-in, or if you're already using Keras 3. The low install friction, active maintenance, and permissive license support this. However, the Alpha development status means the API may change; verify that the specific models and tasks you need are available in version 0.31.0 before committing to production use."},"id":"keras-nlp","links":{"html":"https://skillfed.io/packages/keras-nlp","md":"https://skillfed.io/packages/keras-nlp.md","pypi":"https://pypi.org/project/keras-nlp/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-08","license_spdx":"Apache-2.0","license_treatment":"permissive","name":"keras-nlp","python_support":"supports_current","summary":"Pretrained models for Keras."},"popularity":{"monthly_downloads":287031,"position":8037,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.31.0"}