Macielyoung/Technology-Accumulation

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Macielyoung/Technology-Accumulation

Macielyoung

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This folder contains various types of technology knowledge

sentence_representation_matching

句子匹配模型，包括无监督的SimCSE、ESimCSE、PromptBERT，和有监督的SBERT、CoSENT。

Bloom-Lora

Finetune Bloom big language model with Lora method

T5Corrector

基于T5模型的中文文本纠错

Fine-tune-Bert-Chatbot

We use bert model to fine-tune dialogue task.

Baichuan-QLora

Finetune baichuan pretrained model with QLora method

Chinese-Image-Caption

Train a model for Image Caption from ViT and GPT pretrained model

bert_chatbot

Train a chatbot with bert fixed feature vectors

FinCUGE_Instruction

FinCUGE Instruction dataset

Confused_Chinese

Fetching confused chars, including same pronunciation, similar pronunciation and similar character pattern

LLM_QLora_Magic

CPT, SFT, DPO LLM model with QLora

T5_Mask_Completion

Complete mask index with Mengzi T5 pretrained model

WechatBot

VacationCorpus

This project is used to collect leave corpus from various industries.

extraction

InformationExtraction

algorithm

This is my algorithm task in the first year of my graduate school.

matrix-decomposition

Introduce some common matrix decomposition

Seq2Seq-Chatbot

Using seq2seq model to train a simple chatbot

LeetCode

Practice the leetcode exercise

Colab_Repo

There are some other colab repositories.

Jupyter Notebook