---
canonical: "https://www.softatlas.io/fireworks/products/fireworks-training-api"
name: "Fireworks Training API"
provider: "Fireworks"
category: "Artificial Intelligence / Machine Learning Platforms / Model Training Platforms"
review_count: 0
ai_powered: true
website: "https://fireworks.ai/training"
updated: "2026-09-03"
---

# Fireworks Training API

By [Fireworks](/fireworks.md)

A state-of-the-art training platform that allows users to transform open models into specialized intelligence, offering a full spectrum of ways to train a model with guided paths, configuration-led options, and custom training logic.

## Features
- Train models using guided paths and custom training logic
- Connect to Fireworks-orchestrated trainers and samplers via API
- Run built-in training jobs with managed training options
- Provision and manage GPU resources for model training
- Execute distributed forward and backward passes across nodes
- Sample and evaluate tasks through a managed service
- Store and export model checkpoints automatically
- Handle preemption recovery and job resume

## Built for
DEVELOPERS

Source: https://www.softatlas.io/fireworks/products/fireworks-training-api