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artists/Vincent_van_Gogh/README.md

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+
+---
+license: mit
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- text-to-image
+- diffusers
+- lora
+- artist
+- art
+---
+
+# LoRA for Artist: Vincent van Gogh
+
+A LoRA fine-tuned on the work of **Vincent van Gogh**. Use the trigger phrase `by vincent van gogh` in your prompts to evoke their iconic style.
+
+This LoRA was trained on the [WikiArt dataset](https://www.kaggle.com/datasets/steubk/wikiart) for 1000 steps.
+
+## How to Use
+
+This LoRA is designed to be used with the `diffusers` library.
+
+```python
+import torch
+from diffusers import StableDiffusionPipeline
+from peft import PeftModel
+
+# --- 1. Load the base model ---
+base_model_id = "runwayml/stable-diffusion-v1-5"
+pipe = StableDiffusionPipeline.from_pretrained(base_model_id, torch_dtype=torch.float16).to("cuda")
+
+# --- 2. Load the LoRA adapter ---
+repo_id = "aanchal77/Final-One"
+lora_path_in_repo = "artists/Vincent_van_Gogh"
+pipe.unet = PeftModel.from_pretrained(pipe.unet, repo_id, subfolder=lora_path_in_repo)
+
+# --- 3. Generate an image ---
+prompt = f"A futuristic cityscape by vincent van gogh"
+image = pipe(prompt, num_inference_steps=20, guidance_scale=7.5).images[0]
+image.save("generated_image.png")

artists/Vincent_van_Gogh/adapter_config.json

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+{
+    "alpha_pattern": {},
+    "auto_mapping": {
+        "base_model_class": "UNet2DConditionModel",
+        "parent_library": "diffusers.models.unets.unet_2d_condition"
+    },
+    "base_model_name_or_path": "runwayml/stable-diffusion-v1-5",
+    "bias": "none",
+    "corda_config": null,
+    "eva_config": null,
+    "exclude_modules": null,
+    "fan_in_fan_out": false,
+    "inference_mode": true,
+    "init_lora_weights": true,
+    "layer_replication": null,
+    "layers_pattern": null,
+    "layers_to_transform": null,
+    "loftq_config": {},
+    "lora_alpha": 32,
+    "lora_bias": false,
+    "lora_dropout": 0.1,
+    "megatron_config": null,
+    "megatron_core": "megatron.core",
+    "modules_to_save": null,
+    "peft_type": "LORA",
+    "qalora_group_size": 16,
+    "r": 8,
+    "rank_pattern": {},
+    "revision": null,
+    "target_modules": [
+        "to_k",
+        "to_v",
+        "to_out.0",
+        "to_q"
+    ],
+    "target_parameters": null,
+    "task_type": null,
+    "trainable_token_indices": null,
+    "use_dora": false,
+    "use_qalora": false,
+    "use_rslora": false
+}

artists/Vincent_van_Gogh/adapter_model.safetensors

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