ZelinXu2000

hydro-foundation-model

Hydro -- A Foundation Model for Water in Satellite Imagery

Awesome-Remote-Sensing-Foundation-Models

DiT

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

StoryDiffusion

Create Magic Story!

Awesome-Scientific-Language-Models

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery

tutorials

MONAI Tutorials

monai_uf_tutorials

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

LLMs-from-scratch

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

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

LEFT

linc

🔗 LINC: Logical Inference via Neurosymbolic Computation [EMNLP2023]

HST

[NeurIPS '23] Official code of "A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space"

bolei_awesome_posters

CVPR and NeurIPS poster examples and templates. May we have in-person poster session soon!

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

torchgeo

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

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

hallucination-leaderboard

Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents

openai-python

The official Python library for the OpenAI API

llmtime

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

peft

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

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.

llama

Inference code for Llama models

Awesome-TimeSeries-SpatioTemporal-LM-LLM

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.