| --- |
| license: creativeml-openrail-m |
| language: |
| - en |
| tags: |
| - stable-diffusion |
| - lora |
| - text-to-image |
| - gta |
| - gta-online |
| base_model: runwayml/stable-diffusion-v1-5 |
| pipeline_tag: text-to-image |
| --- |
|  |
|
|
|
|
|
|
| # 🎮 GTA Online LoRA |
|
|
| A LoRA fine-tune of Stable Diffusion 1.5 trained on screenshots from **GTA Online**. |
| Generates images in the visual style of GTA Online — city streets, lighting, atmosphere, and HUD elements like the minimap and money display. |
|
|
| --- |
|
|
| ## Examples |
|
|
| | Prompt | Result | |
| |--------|--------| |
| | `gtaonline, garden with flowers, minimap, hud` | Pink trees, GTA-style lighting | |
| | `gtaonline, city street, cars, sunny day` | Downtown Los Santos vibes | |
|
|
| --- |
|
|
| ## Usage |
|
|
| This is a LoRA weight file — you need a base **Stable Diffusion 1.5** model to use it. |
|
|
| ### With diffusers |
|
|
| ```python |
| from diffusers import StableDiffusionPipeline |
| from safetensors.torch import load_file |
| import torch |
| |
| pipe = StableDiffusionPipeline.from_pretrained( |
| "runwayml/stable-diffusion-v1-5", |
| torch_dtype=torch.float16, |
| safety_checker=None |
| ).to("cuda") |
| |
| state_dict = load_file("gta_online_lora.safetensors") |
| pipe.unet.load_state_dict(state_dict, strict=False) |
| |
| prompt = "gtaonline, city street, minimap, hud, sunny day" |
| image = pipe(prompt, num_inference_steps=30, guidance_scale=7.5).images[0] |
| image.save("output.png") |
| ``` |
|
|
| ### With Automatic1111 / ComfyUI |
|
|
| 1. Download `gta_online_lora.safetensors` |
| 2. Place it in `models/Lora/` folder |
| 3. Use trigger word **`gtaonline`** in your prompt |
| 4. Recommended weight: `<lora:gta_online_lora:0.8>` |
|
|
| --- |
|
|
| ## Trigger Word |
|
|
| Always include **`gtaonline`** in your prompt to activate the style. |
|
|
| **Good prompts:** |
| ``` |
| gtaonline, luxury penthouse, city view, minimap, hud |
| gtaonline, beach at sunset, palm trees, sports car |
| gtaonline, rainy night street, neon lights, puddles |
| gtaonline, first person view, city, hud, money display |
| ``` |
|
|
| --- |
|
|
| ## Model Details |
|
|
| | Parameter | Value | |
| |-----------|-------| |
| | Base model | Stable Diffusion 1.5 | |
| | LoRA rank | 16 | |
| | LoRA alpha | 8 | |
| | Training steps | 3000 | |
| | Dataset size | ~300 screenshots | |
| | Resolution | 512×512 | |
| | File size | 22.9 MB | |
| | Format | safetensors | |
|
|
| **Target modules:** `to_q`, `to_v`, `to_k`, `to_out.0`, `ff.net.0.proj`, `ff.net.2` |
|
|
| --- |
|
|
| ## Training |
|
|
| Trained on Google Colab T4 GPU using a custom diffusers training script. |
| Dataset consists of ~300 manually captured GTA Online screenshots covering various locations, times of day, and weather conditions. |
|
|
| Training setup: |
| - Optimizer: AdamW, lr=8e-5, weight_decay=1e-4 |
| - Scheduler: CosineAnnealingLR |
| - Augmentations: horizontal flip, color jitter |
| - Mixed precision: fp16 |
| - Gradient clipping: 1.0 |
| |
| --- |
| |
| ## License |
| |
| [creativeml-openrail-m](https://huggingface.co/spaces/CompVis/stable-diffusion-license) |
| |
| This model is intended for personal and research use. |
| GTA Online and all related assets are property of Rockstar Games. |
| |
| --- |
| |
| *Made with ❤️ and too many hours in Los Santos* |
| |
