ZijianDu

MLOps-Basics

100-Days-of-NLP

GenerativeAIExamples

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

JARVIS

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

langchain

🦜🔗 Build context-aware reasoning applications

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

VLM_survey

Collection of AWESOME vision-language models for vision tasks

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

VILA

VILA - a multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

Awesome-Multimodal-Large-Language-Models

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

pytracking

Visual tracking library based on PyTorch.

deeplake

Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai

LLaMA-Factory

Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)

OpenVoice

Instant voice cloning by MIT and MyShell.

edm

Elucidating the Design Space of Diffusion-Based Generative Models (EDM)

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

llama.cpp

LLM inference in C/C++

guided-diffusion

stablediffusion

High-Resolution Image Synthesis with Latent Diffusion Models

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

PerceptualSimilarity

LPIPS metric. pip install lpips

llama3

The official Meta Llama 3 GitHub site

EDTER

EDTER: Edge Detection with Transformer, in CVPR 2022

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

MetaGPT

🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming

generative-models

Generative Models by Stability AI

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

LLaVA

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