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Caleb Sun's Projects

bert_news_classfication icon bert_news_classfication

通过python爬虫获取人民网、新浪等网站新闻作为训练集，基于BERT构建新闻文本分类模型，并结合node.js + vue完成了一个可视化界面。

bertbasedcorrectionmodels icon bertbasedcorrectionmodels

PyTorch impelementations of BERT-based Spelling Error Correction Models. 基于BERT的文本纠错模型，使用PyTorch实现。

chatlm-mini-chinese icon chatlm-mini-chinese

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。

efficient-tuning-llms icon efficient-tuning-llms

Easy and Efficient Finetuning of QLoRA LLMs. (Supported LLama, LLama2, bloom, Baichuan, GLM , Falcon) 大模型高效量化训练+部署.

llm-action icon llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

med-chatglm icon med-chatglm

Repo for Chinese Medical ChatGLM 基于中文医学知识的ChatGLM指令微调

ragflow icon ragflow

RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.

ragqnasystem icon ragqnasystem

本项目设计了一个基于 RAG 与大模型技术的医疗问答系统，利用 DiseaseKG 数据集与 Neo4j 构 建知识图谱，结合 BERT 的命名实体识别和 34b 大模型的意图识别，通过精确的知识检索和问答生成， 提升系统在医疗咨询中的性能，解决大模型在医疗领域应用的可靠性问题。

self-llm icon self-llm

《开源大模型食用指南》基于AutoDL快速部署开源大模型，更适合**宝宝的部署教程

smilesynergy icon smilesynergy

基于 Transformer 预训练模型的抗癌药物协同作用预测

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