Practice to LLM.

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone

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

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

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

一个基于langchain实现RAG的简单示例

a state-of-the-art-level open visual language model | 多模态预训练模型

使用 Bert 进行文本分类

中国大模型

🦜🔗 Build context-aware reasoning applications

the resources about the application based on LLM with RAG pattern

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

大模型基础: 一文了解大模型基础知识

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

Image-to-image translation with conditional adversarial nets

A PyTorch Implementation of Focal Loss.

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

面向中文自然语言处理的六十余类实践项目及学习索引，涵盖语言资源构建、社会计算、自然语言处理组件、知识图谱、事理图谱、知识抽取、情感分析、深度学习等几个学习主题。包括作者个人简介、学习心得、语言资源、工业落地系统等，是供自然语言处理入门学习者的一个较为全面的学习资源，欢迎大家使用，并提出批评意见。

The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge

pix2pix3D: Generating 3D Objects from 2D User Inputs

A latent text-to-image diffusion model

deep learning for image processing including classification and object-detection etc.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

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