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Tutorial for text classification with fine tuning of a T5 model on TPUs.
MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化,也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。
ChatGPT带火了聊天机器人,主流的趋势都调整到了GPT类模式,本项目也与时俱进,会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人,用于智能客服、在线问答、闲聊等场景。
A colab gradio web UI for running Large Language Models
Text To Video Synthesis Colab
中文对话0.2B小模型(ChatLM-Chinese-0.2B),开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调,给出三元组信息抽取微调示例。
Free Open-Source Image and Text Generation
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。
The most accurate natural language detection library for Go, suitable for short text and mixed-language text
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.).
A deep dive into embeddings starting from fundamentals