ariapoy

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, ... 🧠

Fooocus

Focus on prompting and generating

LLaMA-Factory

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

LLM101n

LLM101n: Let's build a Storyteller

LLMs-from-scratch

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

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

LLaVA

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

umap

Uniform Manifold Approximation and Projection

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

LyCORIS

Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion.

helm

Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in Holistic Evaluation of Text-to-Image Models (HEIM) (https://arxiv.org/abs/2311.04287).

Awesome-Controllable-T2I-Diffusion-Models

A collection of resources on controllable generation with text-to-image diffusion models.

APISR

APISR: Anime Production Inspired Real-World Anime Super-Resolution (CVPR 2024)

ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

ARENA_3.0

DiffusionDPO

Code for "Diffusion Model Alignment Using Direct Preference Optimization"

ctm

diffusion-policy

Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics

Training-Data-Synthesis

[ICLR 2024] Real-Fake: Effective Training Data Synthesis Through Distribution Matching

GBDT-uncertainty

alfred

A system for prompted weak supervision.

rlcm

LLMaAA

The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"

RCGDM

biases-llm-reference-letters

Public repository for the EMNLP 2023 Findings paper: "Kelly is a Warm Person, Joseph is a Role Model": Gender Biases in LLM-Generated Reference Letters

MMLM

Toward Multi Modality Language Model - implementation of GPT-4o/Project Astra

CLImage_Dataset

The dataset repo of "CLCIFAR: CIFAR-Derived Benchmark Datasets with Human Annotated Complementary Labels" paper

CAD-DA

CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference