Top 23 Python Bert Projects

Bert

• Add a project

• transformers

  186 131,636 10.0 Python

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  

  Project mention: Las 10 Mejores Herramientas de Inteligencia Artificial de Código Abierto | dev.to | 2024-08-21

  [(https://dev-to-uploads.s3.amazonaws.com/uploads/articles/mwbeic3x9gtowahgunjl.png)](https://github.com/huggingface/transformers)

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• haystack

  57 16,539 9.9 Python

  :mag: LLM 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: The open source LLM framework Haystack is trending on GitHub | news.ycombinator.com | 2024-08-26

• clip-as-service

  15 12,360 5.2 Python

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

  

  Project mention: Search for anything ==> Immich fails to download textual.onnx | /r/immich | 2023-09-15

• PaddleNLP

  2 11,933 9.8 Python

  👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

  

• bertviz

  15 6,697 3.9 Python

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

  Project mention: StreamingLLM: tiny tweak to KV LRU improves long conversations | news.ycombinator.com | 2024-02-13

  This seems only to work cause large GPTs have redundant, undercomplex attentions. See this issue in BertViz about attention in Llama: https://github.com/jessevig/bertviz/issues/128

• ERNIE

  4 6,243 2.7 Python

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

  

• BERT-pytorch

  1 6,153 0.0 Python

  Google AI 2018 BERT pytorch implementation

• InfluxDB

  www.influxdata.com featured

  Purpose built for real-time analytics at any scale. InfluxDB Platform is powered by columnar analytics, optimized for cost-efficient storage, and built with open data standards.

  

• BERTopic

  22 5,963 8.5 Python

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

• awesome-pretrained-chinese-nlp-models

  1 4,694 8.8 Python

  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

• llmware

  12 4,446 9.9 Python

  Unified framework for building enterprise RAG pipelines with small, specialized models

  

  Project mention: LLMware.ai 🤖: A revolutionary Python platform that will accelerate your enterprise | dev.to | 2024-08-29

• KeyBERT

  5 3,416 6.5 Python

  Minimal keyword extraction with BERT

  Project mention: I want to extract important keywords from large documents... | /r/LangChain | 2023-12-07

  Use something else like KeyBERT or BERTopic: https://github.com/MaartenGr/KeyBERT It's much faster.

• Top2Vec

  13 2,913 6.2 Python

  Top2Vec learns jointly embedded topic, document and word vectors.

  Project mention: [D] Is it better to create a different set of Doc2Vec embeddings for each group in my dataset, rather than generating embeddings for the entire dataset? | /r/MachineLearning | 2023-10-28

  I'm using Top2Vec with Doc2Vec embeddings to find topics in a dataset of ~4000 social media posts. This dataset has three groups:

• AliceMind

  1 1,967 5.7 Python

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

  

• ABSA-PyTorch

  1 1,966 0.0 Python

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

• DeBERTa

  4 1,959 3.6 Python

  The implementation of DeBERTa

  

• FARM

  3 1,733 0.0 Python

  :house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering. (by deepset-ai)

  

• jiant

  2 1,622 0.0 Python

  jiant is an nlp toolkit

  

• beir

  9 1,543 0.0 Python

  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.

• scibert

  2 1,475 0.0 Python

  A BERT model for scientific text.

  

• finetuner

  36 1,463 5.5 Python

  :dart: Task-oriented embedding tuning for BERT, CLIP, etc.

  

• SparK

  3 1,418 7.3 Python

  [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)

• BERT-NER

  1 1,194 0.0 Python

  Pytorch-Named-Entity-Recognition-with-BERT

• contextualized-topic-models

  7 1,190 5.0 Python

  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.).

  

• SaaSHub

  www.saashub.com featured

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

  

Python Bert related posts

• Any* Embedding Model Can Become a Late Interaction Model - If You Give It a Chance!

  2 projects | dev.to | 29 Aug 2024

• LLMware.ai 🤖: A revolutionary Python platform that will accelerate your enterprise

  1 project | dev.to | 29 Aug 2024

• The open source LLM framework Haystack is trending on GitHub

  1 project | news.ycombinator.com | 26 Aug 2024

• Build Search and RAG for Any Website with Firecrawl and Trieve

  6 projects | dev.to | 22 Aug 2024

• Are we all prompting wrong? Balancing Creativity and Consistency in RAG.

  1 project | dev.to | 17 Jun 2024

• Natural Language Queries for SQL using SLIM

  1 project | dev.to | 5 Jun 2024

• AI enthusiasm #6 - Finetune any LLM you want💡

  2 projects | dev.to | 16 Apr 2024
• A note from our sponsor - Scout Monitoring
  www.scoutapm.com | 8 Sep 2024

  Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today. Learn more →

Index

Sponsored

Free Django app performance insights with Scout Monitoring

Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

www.scoutapm.com

Do not miss the trending Python projects with our weekly report!