AI tools for model training

Roboflow is a computer vision platform that turns images, videos and camera streams into structured data.

Scale AI effortlessly

LLaMA-Factory is an open-source framework for fine-tuning more than 100 large language models and vision-language models.

Amazon SageMaker is AWS's service for data, analytics and AI in one place.

A data science student needs to train a neural network for her thesis but her laptop overheats after 20 minutes

Kaggle is Google's community platform for data science and machine learning.

EarthOne is a fully hosted geospatial machine learning platform from EarthDaily Analytics, the company that absorbed Descartes Labs.

Axolotl is a free, open-source tool for fine-tuning large language models.

Google Vertex AI is Google Cloud's machine learning and generative AI platform, now presented under the Agent Platform name.

Weights & Biases is an AI developer platform for tracking, evaluating and debugging machine learning models and LLM applications.

fal is an inference service for generative media.

Vast.ai is a GPU rental marketplace where developers and AI teams rent compute for training, fine-tuning, inference and rendering.

Scale AI supplies the data and evaluation services behind many of the world's leading AI models, and it also builds applied AI systems for enterprises and governments.

Vertex AI Model Garden is Google Cloud's catalog for finding, customizing and deploying machine learning models in one place.

Lambda is a GPU cloud built for training and serving AI models.

Hyperbolic is a GPU cloud that rents out high-performance compute for training, fine-tuning and serving AI models.

V7 Darwin is a data labeling and training data platform for machine learning teams.

TRL, short for Transformers Reinforcement Learning, is a Hugging Face library for post-training transformer language models.

Amazon SageMaker JumpStart is a machine learning hub inside AWS that gives teams a fast way to find, evaluate and deploy models.