SofiaKhutsieva

superset

Apache Superset is a Data Visualization and Data Exploration Platform

peft

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

llm_finetuning

flash-attention

Fast and memory-efficient exact attention

DeepSeek-Coder

DeepSeek Coder: Let the Code Write Itself

LLM101n

LLM101n: Let's build a Storyteller

DQC-Toolkit

Quality Checks for Training Data in Machine Learning

IMS-Toucan

Multilingual and Controllable Text-to-Speech Toolkit of the Speech and Language Technologies Group at the University of Stuttgart.

nlp_course

YSDA course in Natural Language Processing

iad-applied-ds

unsloth

Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

bitcoin_volatility_forecasting

GARCH and Multivariate LSTM forecasting models for Bitcoin realized volatility with potential applications in crypto options trading, hedging, portfolio management, and risk management

etna

ETNA – Time-Series Library

ts2vec

A universal time series representation learning framework

NISQA

NISQA - Non-Intrusive Speech Quality and TTS Naturalness Assessment

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

yolov10

YOLOv10: Real-Time End-to-End Object Detection

llama3-from-scratch

llama3 implementation one matrix multiplication at a time

diffusers

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

MoRA

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

determined-examples

Example ML projects that use the Determined library.

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

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

trl

Train transformer language models with reinforcement learning.

rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

PyTorch-VAE

A Collection of Variational Autoencoders (VAE) in PyTorch.

StableCode

Code Assistance/ Developer Productivity suite of Models

generative-models

Generative Models by Stability AI

mmdetection

OpenMMLab Detection Toolbox and Benchmark

DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.