Best Model Training Tools

PEFT

7.7

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

PyTorch Image Models (timm)

7.7

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and…

fastai

7.4

The fastai deep learning library

LlamaFactory

7.3

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

DeepSpeed

7

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and…

Hugging Face Datasets

7

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data…

ComfyUI

6.9

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The…

Label Studio

6.7

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Paddle

6.7

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

PyTorch

6.6

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Weights & Biases

5.2

Weights & Biases, developer tools for machine learning

Chinese-LLaMA-Alpaca

4.8

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Replicate

3.3

Run open-source machine learning models with a cloud API

Findly

1.9

Findly - AI Data Analysis Tools & Machine Learning for Businesses

Manifest Ai

0.6

Our mission is to train a neural network to model all human output.