Substrate
Multi-step AI programs that run fast.
Listed in categories:
SDKArtificial IntelligenceAPI
Description
Substrate is a platform designed to describe and run multi-inference workloads as fast as possible, maximizing parallelism, throughput, and data locality. It offers perfect parallelism, opportunistic batching, zero roundtrips, and near-instant communication between nodes without the need for complex code. Substrate provides a cohesive modular API with optimized models, file and vector storage, a code interpreter, and logical control flow.
How to use Substrate?
1. Connect nodes and describe graphs in a natural imperative manner. 2. Run the graph on the Substrate inference platform for optimized performance.
Core features of Substrate:
1️⃣
Fast multi-inference workloads
2️⃣
Optimized models and storage
3️⃣
Cohesive modular API
4️⃣
Logical control flow
5️⃣
Near-instant communication between nodes
Why could be used Substrate?
| # | Use case | Status | |
|---|---|---|---|
| # 1 | High-performance program execution | ✅ | |
| # 2 | Running more inference with less code | ✅ | |
| # 3 | Managing infrastructure with ease | ✅ | |
Who developed Substrate?
Substrate Labs Inc is the maker of Substrate, a platform trusted by Lightspeed and Substack for running modular AI workloads.