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fighting41love/funNLP

Comprehensive Chinese NLP resource collection for developers

79.2K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#nlp#chinese-nlp#ai-resources

google-research/bert

BERT - Pre-trained NLP models and TensorFlow code for natural language understanding

39.9K
Archived
Python
Fine-tuning
LLM Wrappers & SDKs
TensorFlow
#bert#nlp#tensorflow

datawhalechina/leedl-tutorial

A tutorial on deep learning by renowned professor Li Hongy, covering a wide range of AI and machine learning topics.

16.4K
Stable
Jupyter Notebook
LLM Frameworks
Jupyter Notebook
#deep-learning#machine-learning#tutorial

graykode/nlp-tutorial

A tutorial for natural language processing (NLP) using deep learning frameworks like PyTorch and TensorFlow.

14.9K
Archived
Jupyter Notebook
LLM Frameworks
PyTorch
#natural-language-processing#deep-learning#attention-mechanisms

PaddlePaddle/PaddleNLP

Easy-to-use and powerful LLM and SLM library with awesome model zoo for natural language processing.

12.9K
Stable
Python
LLM Frameworks
React
#llm#nlp#transformers

jina-ai/clip-as-service

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

12.8K
Archived
Python
React
#authentication#streaming#real-time

NielsRogge/Transformers-Tutorials

This repository contains demos for the Transformers library by HuggingFace, a popular NLP and computer vision library.

11.5K
Active
Jupyter Notebook
LLM Frameworks
PyTorch
#transformers#bert#gpt-2

huggingface/tokenizers

Fast, state-of-the-art tokenizers optimized for research and production in AI/ML applications

10.5K
Active
Rust
LLM Frameworks
Next.js
#tokenizers#natural-language-processing#transformers

ymcui/Chinese-BERT-wwm

Pre-trained Chinese BERT model with whole word masking, useful for natural language processing tasks.

10.2K
Experimental
Python
LLM Frameworks
PyTorch
#bert#chinese-nlp#language-model

brightmart/nlp_chinese_corpus

Large-scale Chinese natural language processing corpus for training and fine-tuning language models

9.9K
Stable
LLM Frameworks
#chinese#nlp#corpus

fishaudio/Bert-VITS2

Bert-VITS2 is a Python library that implements the VITS2 backbone with multilingual-BERT for speech synthesis and text-to-speech applications.

8.7K
Active
Python
LLM Frameworks
React
#LLM#TTS#VITS2

jessevig/bertviz

BertViz is a Python library for visualizing attention in transformer models like BERT, GPT-2, and RoBERTa.

7.9K
Active
Python
Visualization
Visualization
PyTorch
#nlp#transformer#attention-visualization

Morizeyao/GPT2-Chinese

A Chinese version of the GPT-2 language model training code, using the BERT tokenizer.

7.6K
Archived
Python
LLM Frameworks
Backend Frameworks
Python
#chinese#gpt-2#nlp

MaartenGr/BERTopic

A Python library for easily creating interpretable topics from text data using BERT and c-TF-IDF.

7.4K
Active
Python
LLM Frameworks
API Frameworks
Python
#bert#topic-modeling#nlp

codertimo/BERT-pytorch

A PyTorch implementation of Google's BERT language model, a powerful tool for natural language processing tasks.

6.5K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#language-model#nlp

NVIDIA/FasterTransformer

A high-performance C++ library for optimizing transformers like BERT and GPT for AI and machine learning applications.

6.4K
Archived
C++
LLM Frameworks
API Frameworks
PyTorch
#transformer#bert#gpt

dragen1860/TensorFlow-2.x-Tutorials

This GitHub repository provides a comprehensive collection of TensorFlow 2.x tutorials and examples for AI/ML developers.

6.4K
Archived
Jupyter Notebook
TensorFlow
TensorFlow
#tensorflow#deep-learning#neural-networks

lonePatient/awesome-pretrained-chinese-nlp-models

A curated collection of high-quality, pretrained Chinese NLP models for various tasks and applications.

5.5K
Stable
Python
LLM Frameworks
API Frameworks
Python
#bert#chinese#nlp

bojone/bert4keras

A Keras implementation of the BERT transformer model for natural language processing tasks.

5.4K
Archived
Python
LLM Frameworks
API Frameworks
None
#nlp#transformer#keras

shibing624/text2vec

A Python library that provides various text embedding and similarity models, including Word2Vec, Sentence-BERT, and more.

4.9K
Stable
Python
LLM Wrappers & SDKs
Databases
#embeddings#nlp#sentence-embeddings
2345

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