Bert Python Packages

tokenizers

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

spark-nlp

State of the Art Natural Language Processing

curated-transformers

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

keybert

Minimal keyword extraction with BERT

nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

bertopic

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

adaptive-classifier

A flexible, adaptive classification system for dynamic text classification

slovnet

Deep Learning based NLP modeling for Russian language

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.

beir

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

contextualspellcheck

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

adaseq

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

glirel

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

polyfuzz

Fuzzy string matching, grouping, and evaluation.

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

paddlenlp

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

g2pw

Chinese Mandarin Grapheme-to-Phoneme Converter. 中文轉注音或拼音 (INTERSPEECH 2022)

keras-bert

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

optimum-habana

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

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.

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

lettucedetect

Span-level grounding verification for RAG, code, and tool-grounded AI outputs.