AI tools for Machine Learning Engineers

fal is an inference service for generative media.

Cheap GPUs on demand

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

A machine learning engineer needs to fine-tune Llama 3 on a single NVIDIA T4 GPU but keeps hitting out-of-memory errors

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

Open-source models without infrastructure

Run AI code without infrastructure

Cheap AI inference

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.

Vector database for AI applications

Models to production fast

Vectors at scale

Novita AI is a developer cloud that puts more than 200 models behind a single API, covering text, image, audio and video.

Surge AI positions itself as a source of human intelligence for training advanced AI.

Portkey puts a single API in front of more than 1,600 language models and wraps it with the controls a production AI team needs.

AI21 Labs builds foundation models and AI systems for the enterprise.

Scale AI effortlessly

Cerebrium is a serverless GPU platform for running AI workloads in production.

The GitHub for machine learning

Minutes, not hours

Enterprise teams running open-source AI models in production get infrastructure that handles the heavy lifting without MLOps expertise

A training API that hands control of model fine-tuning to researchers while someone else deals with the servers and scaling headaches

Robbyant LingBot-World is an open-source framework for interactive world modeling from Robbyant, an embodied intelligence group.

Hybrid autoregressive diffusion image generator