---
language:
  - en
  - ar
license: apache-2.0
library_name: diffsynth
tags:
  - image-generation
  - text-to-image
  - image-generation-model
  - lora
  - adapter
  - hidream
  - hidream-o1
  - hidream-o1-image
  - uit
  - mtrini
  - compiwer-ai
base_model: HiDream-ai/HiDream-O1-Image-Dev
pipeline_tag: text-to-image
---

# 🎨 Mtrini-Imagine-1.0-7B

> 🧠 **An image-generation experiment by Compiwer AI.**
>
> ✨ **Building AI For Everyone.**

Welcome to **Mtrini-Imagine-1.0-7B** — Compiwer AI's first Mtrini image-generation release! 🚀

This repository contains the **LoRA Adapter** version of Mtrini-Imagine.

Instead of shipping the entire model, this release contains the learned Mtrini-Imagine updates that can be applied to the compatible **HiDream-O1-Image** base model.

That means a **tiny ~98 MB adapter** can bring the Mtrini-Imagine modifications to the base model. 🪄

---

## 🌟 What's inside?

| 🔧 | Details |
|---|---|
| 🤖 Model | Mtrini-Imagine-1.0-7B |
| 🧩 Type | LoRA Adapter |
| 🏗️ Base | HiDream-O1-Image-Dev |
| 🧠 Architecture | HiDream-O1 / UiT |
| ⚡ Framework | DiffSynth-Studio |
| 📐 LoRA Rank | 16 |
| 🔢 LoRA Alpha | 32 |
| 🧮 Precision | BF16 |
| 🖼️ Training Examples | 4,993 |
| 💾 Adapter Size | ~98 MB |

---

## 🎨 What is Mtrini-Imagine?

Mtrini-Imagine is Compiwer AI's experiment in **open image generation**.

The goal is simple:

> 💡 **Take powerful open image-generation architectures and experiment with making them our own.**

Mtrini-Imagine 1.0 was trained as a LoRA adapter on top of HiDream-O1-Image.

The result is a compact adapter that can be distributed separately from the massive base model. 📦

---

## 🧪 Training

Mtrini-Imagine-1.0-7B was trained using **DiffSynth-Studio** with a LoRA-based training setup.

### ⚙️ Configuration

- 🏗️ Base: HiDream-O1-Image
- 🧩 Method: LoRA
- 📐 Rank: 16
- 🔢 Alpha: 32
- 🧮 Precision: BF16
- 🖼️ Examples: 4,993
- 🛠️ Framework: DiffSynth-Studio

The adapter contains the learned parameter updates rather than a complete copy of the original model.

---

## 🚀 Why use the Adapter?

The adapter is perfect if you:

- 🧑‍💻 Already have HiDream-O1-Image
- 💾 Want a much smaller download
- 🧪 Want to experiment with LoRA
- 🔧 Work directly with DiffSynth-Studio
- 🧠 Want to study the Mtrini-Imagine modifications

### 📦 Download size

**~98 MB**

Compared with the full model, that's tiny. 😎

---

## 🛠️ Usage

Load the compatible HiDream-O1-Image base model and apply the Mtrini-Imagine adapter using DiffSynth-Studio.

```python
import torch

from diffsynth import ModelConfig
from diffsynth.pipelines.hidream_o1_image import HiDreamO1ImagePipeline

pipe = HiDreamO1ImagePipeline.from_pretrained(
    torch_dtype=torch.bfloat16,
    device="cuda",
    model_configs=[
        ModelConfig(
            path="PATH_TO_HIDREAM_MODEL"
        )
    ]
)

pipe.load_lora(
    pipe.dit,
    "Mtrini-Imagine-1.0-7B.safetensors",
    alpha=1.0
)
```

⚠️ Exact loading configuration can vary between DiffSynth-Studio versions.

---

## 🧠 Model Capabilities

Mtrini-Imagine is designed for experimentation with:

🎨 Creative image generation  
🖼️ Text-to-image generation  
🧪 Image-model research  
🤖 Multimodal AI experimentation  
💻 Local inference  
🔬 Open model development  

---

## ⚠️ Known Limitations

Like basically every image model, Mtrini-Imagine isn't perfect. 😅

You may encounter:

- ✍️ Incorrect text inside images
- 🔤 Misspelled words
- 🧩 Strange object relationships
- 🎨 Unexpected visual artifacts
- 🧠 Prompt interpretation errors
- 🔍 Inconsistent small details

**Text rendering can be especially challenging.**

We're continuing to experiment with future Mtrini-Imagine versions. 🚀

---

## 🛡️ Safety

Please use Mtrini-Imagine responsibly.

Do not use the model to create illegal, harmful, deceptive, or abusive content.

Users are responsible for ensuring their generated content follows applicable laws and platform policies.

---

## 📜 License

This adapter is released under **Apache-2.0**, subject to the licensing conditions of the underlying HiDream-O1-Image model.

Please review the original model's license before commercial use.

---

## ❤️ Credits

Built by **Compiwer AI** 🇲🇦

**Model family:** Mtrini  
**Model:** Mtrini-Imagine-1.0-7B  
**Base:** HiDream-O1-Image  
**Framework:** DiffSynth-Studio  

---

## 🔗 Explore

🏠 **Compiwer AI**  
🤗 **More Mtrini models**  
🧪 **More experiments coming soon**

---

# 🚀 Mtrini-Imagine-1.0-7B

### 🎨 Imagine more. Build more. Ship more.

**Compiwer AI — Building AI For Everyone.**