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Fireworks AI Docs

API Reference

Tools & SDK

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Fireworks AI is an AI inference platform to run and customize models with industry-leading speed and production-readiness.

Introduction

Quickstart

Querying text models

Querying vision-language models

Querying embedding models

Enabling the chat completions API

Using function calling models

Fine-tuning models

Deploying LoRA models

Publishing models

On-demand deployments

Custom base models

Grammar mode

JSON mode

Creates a model response for the given chat conversation.

Create Chat Completion

Creates a completion for the provided prompt and parameters.

Create Completion

Create embeddings

Transcribe audio

Translate audio

Learn to create, deploy, and manage resources using Firectl

Getting Started

List various resources in an Fireworks AI account

List Resources

Create a Deployment on Fireworks AI platform

Create a deployment

Create a fine-tuning job with a base model

Create a fine-tuning job

Create a Dataset on Fireworks AI platform

Create a Dataset

Create Model

Deletes resource(s) in a Fireworks AI account

Delete Resources

Deploy Model

Download a model from third-party locations

Download a model

Retrieves model information from Fireworks AI platform

Get Resources

Imports specified model from Fireworks AI Platform

Import Model

Undeploy a model on Fireworks AI platform

Undeploy Model

Updates Resources on Fireworks AI platform

Update Resources

The Hugging Face adapter configuration file.

PeFT Adapter Configuration

This configuration file provides a structured way to define and expose large language models for use with Fireworks

API Documentation

LLM API

Image API

Embeddings API

Speech Recognition API

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