Alternatives to Replicate
Replicate is is Easily deploy and run machine learning models in the cloud. Here are some key alternative platforms and frameworks in this space:
Hugging Face Inference Endpoints
Deploy models from the Hugging Face Hub as secure API endpoints. It's tightly integrated with the HF ecosystem, offering more control over deployment configurations.
Modal
A serverless platform to run code, including ML models, in the cloud without managing infrastructure. Offers flexibility beyond pre-packaged models, focusing on code execution.
Banana.dev
Provides serverless GPU infrastructure optimized for fast and cost-effective ML model inference. Focuses heavily on the performance and scaling of inference workloads.
Baseten
A platform designed for deploying and scaling ML models, supporting both custom models and popular open-source ones. Offers tools for packaging and managing model versions.
Beam
Deploy containerized applications, particularly ML models, on autoscaling serverless GPUs. Provides infrastructure for running code as REST APIs or scheduled tasks.