---
title: "OctoAI (@octoml)"
description: "Optimizing machine learning using machine learning"
account: "octoml"
---

# OctoAI

Optimizing machine learning using machine learning

## APIs

5 public APIs with a stored document.
Each links to its markdown overview; the same address with
`/llms.txt` in place of `.md` lists its operations.
Changes across these APIs: https://skmtc.dev/octoml/feed.md

- [media-utilities-api](https://skmtc.dev/octoml/apis/media-utilities-api.md): Image editing: remove backgrounds, segment objects, upscale and refine faces
- [asset-library-api](https://skmtc.dev/octoml/apis/asset-library-api.md): Assets: list, create, retrieve and delete files, and complete uploads
- [fine-tuning-api-server](https://skmtc.dev/octoml/apis/fine-tuning-api-server.md): Fine-tuning jobs: create, list, fetch, cancel and delete tunes via REST
- [ollm-api](https://skmtc.dev/octoml/apis/ollm-api.md): Text generation: create chat completions and single-prompt completions
- [OctoAI API](https://skmtc.dev/octoml/apis/octoai-api.md): AI endpoints: deploy and manage model endpoints, secrets, registry credentials, logs and events