Python Bert

Open-source Python projects categorized as Bert

Top 23 Python Bert Projects

  1. transformers

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

    Project mention: What Are Vision-Language Models (VLMs) and How Do They Work? | dev.to | 2025-06-17
  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo
  3. haystack

    AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

    Project mention: Building a Prompt-Based Crypto Trading Platform with RAG and Reddit Sentiment Analysis using Haystack | dev.to | 2025-04-28

    Haystack forms the backbone of our RAG system. It provides pipelines for processing documents, embedding text, and retrieving relevant information.

  4. clip-as-service

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

  5. PaddleNLP

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

  6. bertviz

    BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

  7. BERTopic

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

  8. BERT-pytorch

    Google AI 2018 BERT pytorch implementation

  9. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  10. ERNIE

    Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

  11. awesome-pretrained-chinese-nlp-models

    Awesome Pretrained Chinese NLP Models,高质量中文预训练模型&大模型&多模态模型&大语言模型集合

  12. KeyBERT

    Minimal keyword extraction with BERT

  13. Top2Vec

    Top2Vec learns jointly embedded topic, document and word vectors.

  14. adapters

    A Unified Library for Parameter-Efficient and Modular Transfer Learning

  15. ABSA-PyTorch

    Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

  16. DeBERTa

    The implementation of DeBERTa

  17. AliceMind

    ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeNce of Damo) Lab

  18. beir

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

    Project mention: Any* Embedding Model Can Become a Late Interaction Model - If You Give It a Chance! | dev.to | 2024-08-29

    The source code for these experiments is open-source and utilizes beir-qdrant, an integration of Qdrant with the BeIR library. While this package is not officially maintained by the Qdrant team, it may prove useful for those interested in experimenting with various Qdrant configurations to see how they impact retrieval quality. All experiments were conducted using Qdrant in exact search mode, ensuring the results are not influenced by approximate search.

  19. jiant

    jiant is an nlp toolkit

  20. scibert

    A BERT model for scientific text.

  21. ModernBERT

    Bringing BERT into modernity via both architecture changes and scaling

    Project mention: ModernBERT | news.ycombinator.com | 2024-12-19
  22. SparK

    [ICLR'23 Spotlight🔥] The first successful BERT/MAE-style pretraining on any convolutional network; Pytorch impl. of "Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked Modeling" (by keyu-tian)

  23. BERT-NER

    Pytorch-Named-Entity-Recognition-with-BERT

  24. contextualized-topic-models

    A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

  25. Transformers4Rec

    Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

  26. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Python Bert related posts

  • Building a Prompt-Based Crypto Trading Platform with RAG and Reddit Sentiment Analysis using Haystack

    1 project | dev.to | 28 Apr 2025
  • Show HN: A Medical Research Agent Built with BioMCP and Haystack

    3 projects | news.ycombinator.com | 21 Apr 2025
  • Show HN: An adaptive classifier that detects hallucinations in LLM/RAG outputs

    2 projects | news.ycombinator.com | 7 Mar 2025
  • Adaptive Classification for Automatic LLM Temperature Optimization

    1 project | news.ycombinator.com | 3 Feb 2025
  • Show HN: A classifier that learns new categories without retraining from scratch

    1 project | news.ycombinator.com | 1 Feb 2025
  • A flexible, adaptive classification system for dynamic text classification

    1 project | news.ycombinator.com | 29 Jan 2025
  • Adaptive Classifier: Dynamic Text Classification with Continuous Learning

    1 project | news.ycombinator.com | 24 Jan 2025
  • A note from our sponsor - SaaSHub
    www.saashub.com | 23 Jun 2025
    SaaSHub helps you find the best software and product alternatives Learn more →

Index

What are some of the best open-source Bert projects in Python? This list will help you:

# Project Stars
1 transformers 145,855
2 haystack 21,206
3 clip-as-service 12,639
4 PaddleNLP 12,636
5 bertviz 7,411
6 BERTopic 6,834
7 BERT-pytorch 6,416
8 ERNIE 6,387
9 awesome-pretrained-chinese-nlp-models 5,287
10 KeyBERT 3,894
11 Top2Vec 3,060
12 adapters 2,718
13 ABSA-PyTorch 2,070
14 DeBERTa 2,063
15 AliceMind 2,045
16 beir 1,842
17 jiant 1,665
18 scibert 1,601
19 ModernBERT 1,409
20 SparK 1,337
21 BERT-NER 1,237
22 contextualized-topic-models 1,233
23 Transformers4Rec 1,186

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