Bert Python Packages

tokenizers

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

spark-nlp

State of the Art Natural Language Processing

keybert

Minimal keyword extraction with BERT

curated-transformers

🤖 A PyTorch library of curated Transformer models and their composable components

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

bertopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unitary.ai.

polyfuzz

Fuzzy string matching, grouping, and evaluation.

adaseq

AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models

slovnet

Deep Learning based NLP modeling for Russian language

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

paddlenlp

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

contextualspellcheck

✔️Contextual word checker for better suggestions (not actively maintained)

bertviz

BertViz: Visualize Attention in Transformer Models

bert-extractive-summarizer

Easy to use extractive text summarization with BERT

tool-helpers

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

glirel

Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)

top2vec

Top2Vec learns jointly embedded topic, document and word vectors.

fast-dataindex

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

bert-serving-client

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP

bert-serving-server

🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP