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bowendoctor's Projects

alignment icon alignment

Simple Python library for doing (multiple) sequence alignment

annoy icon annoy

Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk

bert icon bert

TensorFlow code and pre-trained models for BERT

bert-as-service icon bert-as-service

Mapping a variable-length sentence to a fixed-length vector using BERT model

bert-ner icon bert-ner

Use Google's BERT for named entity recognition (CoNLL-2003 as the dataset).

bert-utils icon bert-utils

一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算

bert_seq2seq icon bert_seq2seq

pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。

bertsearch icon bertsearch

Elasticsearch with BERT for advanced document search.

chatglm-6b-qlora icon chatglm-6b-qlora

使用peft库,对chatGLM-6B/chatGLM2-6B实现4bit的QLoRA高效微调,并做lora model和base model的merge及4bit的量化(quantize)。

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

chinese-bert-wwm icon chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT(中文BERT-wwm系列模型)

chinese-llama-alpaca-2 icon chinese-llama-alpaca-2

中文LLaMA-2 & Alpaca-2大模型二期项目 + 16K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs, including 16K long context models)

coconlp icon coconlp

A Chinese information extraction tool.

cvdd-pytorch icon cvdd-pytorch

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

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