# Replicate — AutoCog — Generate Cog configuration with GPT-4

- Company: Replicate (replicate.com)
- Announced: 2023-04-19
- Category: developer-tool-release
- Coverage: not counted
- Announcement: yes
- Group: announcements
- Source: https://replicate.com/blog/autocog
- Record: https://forck.live/items/2569-autocog-generate-cog-configuration-with-gpt-4
- Subject: Platform
- Models affected: GPT-4
- Context window: 8096 tokens

Replicate announces AutoCog, a tool that uses GPT-4 to automatically generate Cog configuration (cog.yaml and predict.py) from a machine learning repository by ordering files, generating code, running predictions, and iteratively fixing errors.

## Evidence

Verbatim from https://replicate.com/blog/autocog:

> AutoCog uses GPT-4 to not only write code, but to run and fix the code.

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Record: https://forck.live/items/2569-autocog-generate-cog-configuration-with-gpt-4
Catalogue: https://forck.live/llms.txt
Current issue: https://forck.live/feed.md