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Liu's Projects

ai_tutorial icon ai_tutorial

精选机器学习,NLP,图像识别, 深度学习等人工智能领域学习资料,搜索,推荐,广告系统架构及算法技术资料整理。算法大牛笔记汇总

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

gpt4free icon gpt4free

The official gpt4free repository | various collection of powerful language models

linevul icon linevul

A Transformer-based Line-Level Vulnerability Prediction

llama-recipes icon llama-recipes

Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

machine-learning icon machine-learning

机器学习&深度学习资料笔记&基本算法实现&资源整理(ML / CV / NLP / DM...)

minbpe icon minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

minisora icon minisora

The Mini Sora project aims to explore the implementation path and future development direction of Sora.

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

segment-anything icon segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

swin-transformer icon swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

unet icon unet

unet for image segmentation

wechatmsg icon wechatmsg

提取微信聊天记录,将其导出成HTML、Word、Excel文档永久保存,对聊天记录进行分析生成年度聊天报告,用聊天数据训练专属于个人的AI聊天助手

yolov9 icon yolov9

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

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