Impasto Oil Painting Style - Variant 3 (Florence2)
by ModelsLabI want to see if I can make the LoRA produce more "natural" brushstrokes. So I used images captioned with Florence 2, and removed images that have more "rectangular" brush strokes from the training set. The result does seem to work. This is probably going to be the last variant of this LoRA .To give you some idea of the images that went into the training set, you can see this post, which was created using the Florence 2 captions for the training set.This is epoch 11 from 12 epochs. The rest can be found here: tensor. art/models/804233992246203471/Impasto-Oil-V6-CapD6A3Cos5-2024-12-06-19:09:36-Ep-11FLUX.1 - dev-fp8Trigger: impasto oil paintingRepeat: 20 Epoch: 12 17 512x512 image (* 20 12 17)=4080 stepsUnet LR: 0.0005Scheduler: cosineOptimizer: AdamWNetwork Dim: 6 Alpha: 3Prompt: impasto oil painting of punk sailor moon playing a guitar at a heavy metal mosh pit, tattoos, pearcingSampler: dpmpp_2mEpoch Loss1 0.4412 0.4??3 0.4154 0.4065 0.3816 0.3837 0.3768 0.3569 0.3511 0.328 <- lowest11 0.330 probably test this one first12 0.342
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About Impasto Oil Painting Style - Variant 3 (Florence2)
I want to see if I can make the LoRA produce more "natural" brushstrokes. So I used images captioned with Florence 2, and removed images that have more "rectangular" brush strokes from the training set. The result does seem to work. This is probably going to be the last variant of this LoRA .To give you some idea of the images that went into the training set, you can see this post, which was created using the Florence 2 captions for the training set.This is epoch 11 from 12 epochs. The rest can
Technical Specifications
- Model ID
- impasto-oil-painting-style-variant-3-florence2
- Provider
- ModelsLab
- Category
- Image Models
- Task
- Text to Image
- Price
- $0.0047 per API call
- Added
- July 8, 2025
Key Features
- High-resolution AI image generation from text prompts
- Negative prompt support for precise control
- Multiple output formats and aspect ratios
- Adjustable inference steps and guidance scale
- Batch generation support via API
Quick Start
Integrate Impasto Oil Painting Style - Variant 3 (Florence2) into your application with a single API call. Get your API key from the pricing page to get started.
import requestsimport jsonurl = "https://modelslab.com/api/v6/images/text2img"headers = {"Content-Type": "application/json"}data = {"model_id": "impasto-oil-painting-style-variant-3-florence2","prompt": "your prompt here","key": "YOUR_API_KEY"}try:response = requests.post(url, headers=headers, json=data)response.raise_for_status() # Raises an HTTPError for bad responses (4XX or 5XX)result = response.json()print("API Response:")print(json.dumps(result, indent=2))except requests.exceptions.HTTPError as http_err:print(f"HTTP error occurred: {http_err} - {response.text}")except Exception as err:print(f"Other error occurred: {err}")
Pricing
Impasto Oil Painting Style - Variant 3 (Florence2) API costs $0.0047 per API call. Plans start at $21/month, and open-source models are unlimited on the $149/month plan. View pricing plans
Use Cases
- Product photography and e-commerce visuals
- Marketing and social media content creation
- Concept art and design prototyping
- Custom illustrations and artwork