xyfigo

LLMs-from-scratch

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

phidata

Build AI Assistants with memory, knowledge and tools.

Firefly

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

nanoGPT-lecture

This nanoGPT-lecture code git, including Andrej Karpathy's nanoGPT, ng-vedio-lecture, gpt_dev.ipynb and my learning notes. Welcome to like and follow

llama3-Chinese-chat

Llama3 中文仓库（聚合资料，各种网友及厂商微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档）

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

annotated-transformer-Chinese

Transformer论文Attention is All You Need的代码中文注释实现，翻译自harvardnlp/annotated-transformer

Qwen-SFT

阿里通义千问(Qwen-7B-Chat/Qwen-7B), 微调/LORA/推理

UltraChat

Large-scale, Informative, and Diverse Multi-round Chat Data (and Models)

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

BaiduAOISpider

POI-based Baidu map AOI (area of interest)/ vector boundary data crawler, results can be exported to shp/shapefile spatial data. 百度地图 AOI 爬虫

LLaMA-Factory

Unify Efficient Fine-Tuning of 100+ LLMs

BuildingHeightModel

AutoKG

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

LLM-Geo

ceval

Official github repo for C-Eval, a Chinese evaluation suite for foundation models [NeurIPS 2023]

Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

Langchain-Chatchat

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain

P-tuning-v2

An optimized deep prompt tuning strategy comparable to fine-tuning across scales and tasks

ChatGLM-6B

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

MOSS

An open-source tool-augmented conversational language model from Fudan University

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

qgis_molusce

Modules for Land Use Change Simulations

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

san

Spatial Modelling for Data Scientists

urban-lu-model

A land use model based on Cellular Automata and Agent-based modelling.

Growing-Neural-Cellular-Automata

A reproduction of growing neural cellular automata using PyTorch.

Mixed_Cell_Cellullar_Automata

The Mixed-Cell Cellullar Automata (MCCA) provides a new approach to enable more dynamic mixed landuse modeling to move away from the analysis of static patterns. One of the biggest advantages of mixed-cell CA models is the capability of simulating the quantitative and continuous changes of multiple landuse components inside cells.