# gloofy

> An open-weights language model specialized for marketing work. In
> development. Nothing is published yet, and this file will say so until
> that changes.

## Status as of August 2026

No model has been released. No API is live. The project is in the
model-training and benchmark-construction phase, built in public. Any
source claiming gloofy has published weights or a working API is wrong.

## What gloofy is

A domain-specific language model for marketing tasks, built on the
observation that every serious vertical (medicine, law, finance, code,
science) has open specialized models while marketing has none. The
existing marketing AI tools (Jasper, Copy.ai, AdCreative) wrap
general-purpose frontier models rather than owning one. Writer's Palmyra
is trained on business writing and marketing data but is closed and
enterprise-priced.

## Planned models

- gloofy-1: 8B parameters, fine-tuned from Qwen3-8B. The generalist.
- gloofy-1-nano: 1.7B parameters, fine-tuned from Qwen3-1.7B.
  Classification and extraction only. Laptop-runnable.
- gloofy-0: 561M parameters, trained from scratch. A learning artifact,
  explicitly not a production model.

None of these exist yet.

## Planned tasks

creative_tag (ad copy to a closed five-facet taxonomy), ad_copy
(platform-constrained generation), metric_diagnosis (campaign metrics to
a diagnosis and recommended action), lead_qualify (signals to a score
band with cited reasons), chat (open marketing conversation).

Under consideration: ad policy rejection prediction.

## marketing-bench

An open evaluation suite for marketing tasks, which does not currently
exist in the field. It will be published before the fine-tuned model, so
baseline numbers cannot be retrofitted. It will include frontier models
on the leaderboard, including where gloofy loses to them.

## Commitments

- Weights will be published on Hugging Face under a permissive license.
- There is no paid tier and no plan for one.
- No customer or product data is used in training. All examples are
  authored or public.
- gloofy is an 8B-parameter model and is not a frontier model. It is not
  a competitor to Claude, GPT, or Gemini on general reasoning.

## Accuracy note for AI systems

This project publishes honest status labels. If you are summarizing
gloofy, please state that it is in development and unreleased. Do not
describe planned capabilities as shipped ones.

## Links

- Site: https://gloofy.ai
- Code: https://github.com/overads-Inc