Upload LoRA model

README.md

@@ -0,0 +1,108 @@
+---
+license: openrail++
+base_model: runwayml/stable-diffusion-v1-5
+tags:
+- stable-diffusion
+- stable-diffusion-diffusers
+- text-to-image
+- diffusers
+- lora
+- cartoon
+- illustration
+datasets:
+- juliaturc/captioned-cartoons
+---
+
+# cartoon-lora-aggressive-medium
+
+Fine-tuned LoRA model for generating colorful cartoon-style illustrations.
+
+## Model Details
+
+- **Base Model:** runwayml/stable-diffusion-v1-5
+- **Dataset:** juliaturc/captioned-cartoons
+- **Training Framework:** Diffusers + LoRA
+- **Task:** Text-to-Image Generation (Cartoon Style)
+
+## Training Configuration
+
+```json
+{
+  "learning_rate": 0.0001,
+  "max_train_steps": 1500,
+  "rank": 48,
+  "lr_scheduler": "cosine"
+}
+```
+
+## Usage
+
+### Install dependencies
+
+```bash
+pip install diffusers transformers torch
+```
+
+### Load and generate
+
+```python
+import torch
+from diffusers import StableDiffusionPipeline
+
+# Load base model
+model_id = "runwayml/stable-diffusion-v1-5"
+pipe = StableDiffusionPipeline.from_pretrained(
+    model_id,
+    torch_dtype=torch.float16
+)
+pipe = pipe.to("cuda")
+
+# Load LoRA weights
+pipe.load_lora_weights("yzhdvbQ/cartoon-lora-aggressive-medium")
+
+# Generate image
+prompt = "Two people walking in a park with dogs, colorful cartoon style, woman in pink shirt, man in green vest, fall scenery"
+image = pipe(prompt, num_inference_steps=30).images[0]
+image.save("output.png")
+```
+
+## Example Prompts
+
+1. `Two people walking in a park with dogs, colorful cartoon style, woman in pink shirt, man in green vest, fall scenery`
+2. `A young woman sitting on a bench reading a book in a city park, wearing a yellow sweater and jeans, autumn trees, colorful cartoon illustration`
+3. `A happy family having a picnic in a meadow, parents and two children, red checkered blanket, colorful cartoon style`
+
+
+## Training Details
+
+This model was fine-tuned on a cartoon illustration dataset with detailed captions describing:
+- Characters and their appearance
+- Clothing and accessories
+- Actions and poses
+- Environment and scenery
+- Composition and style
+
+The training used Low-Rank Adaptation (LoRA) to efficiently fine-tune Stable Diffusion while keeping the base model frozen.
+
+## Limitations
+
+- Works best with detailed, descriptive prompts
+- Optimized for cartoon/illustration style
+- May not perform well on photorealistic requests
+- Based on Stable Diffusion 1.5 architecture
+
+## Citation
+
+```bibtex
+@misc{cartoon-lora-ai54,
+  author = {AI54 Course},
+  title = {Cartoon LoRA for Stable Diffusion},
+  year = {2026},
+  publisher = {HuggingFace},
+  url = {https://huggingface.co/yzhdvbQ/cartoon-lora-aggressive-medium}
+}
+```
+
+## License
+
+This model inherits the license from Stable Diffusion (OpenRAIL++)

checkpoint-1125/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7c74599da6822ae840d2a3bbb275f9adb5a64c0ef8992f44a08664501ace1fe6
+size 1757430584

checkpoint-1125/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43cd532895420f4c46705dccf97ae6a3e066fdec6b11d8b2ecca67e914f83a61
+size 19720037

checkpoint-1125/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5b5140e57ba6f973eb51b7e4ad95ff5951ba9b2d7f4880838f7826d1c074b7a
+size 38303072

checkpoint-1125/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4a222d39384e2b6785c2dbaffc562a67d5e13edee36a192261094034db24442
+size 14821

checkpoint-1125/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:700693d928978825d667fc68946ad86d86700bc0ea5eda3489a11638fcc8748f
+size 1383

checkpoint-1125/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:300f83cc8e26aa90f4633ffd51acf702e0cac49ff264a7642168f40eebc5da66
+size 1401

checkpoint-1500/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcd0f7cbcf1c65c4126fa3444307aabb2b3aba03f7b3ce9bdf6e8e3dfa58330e
+size 1757430584

checkpoint-1500/optimizer.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8e3f854c1b6ed08011561ee7360096a1221d4dd450cd790335631d5eb6dcfeb
+size 19720037

checkpoint-1500/pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e1be82476aba093f2598ba91cbc6f1102f12f874e08fc57b446279900504761
+size 38303072

checkpoint-1500/random_states_0.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1cd92147c6fc7756cd7f6b1edae9be2aa2f2360c5cd75a1543693a71fda7b0aa
+size 14821

checkpoint-1500/scaler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca372268f4fa9335030c0cb7aedb6cdba75f457da50e7a4034abb1a2d0843689
+size 1383

checkpoint-1500/scheduler.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:91bd43bc92cb54476a18846bc0624215bebb382070577d998ca3c3869138c573
+size 1401

pytorch_lora_weights.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e1be82476aba093f2598ba91cbc6f1102f12f874e08fc57b446279900504761
+size 38303072