
Astigmatism (Formerly 'Semantic Shift') - Astigmatism 0.4b
by ModelsLabThis is the more fleshed out version, however there was a single abberant image in the dataset which occasionally can make it obsessed with nuclear apocalypse, and as such I included 0.4(a) as well.Additionally, its my personal philosophy that, if you have multiple loras that go after the same thing, then using as many as possible at low weights is more likely to "average out" overfitting, as opposed to trying to get rid of it by cleverness. Sometimes, two gentle hands gives better results than one strong one.
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About Astigmatism (Formerly 'Semantic Shift') - Astigmatism 0.4b
This is the more fleshed out version, however there was a single abberant image in the dataset which occasionally can make it obsessed with nuclear apocalypse, and as such I included 0.4(a) as well.Additionally, its my personal philosophy that, if you have multiple loras that go after the same thing, then using as many as possible at low weights is more likely to "average out" overfitting, as opposed to trying to get rid of it by cleverness. Sometimes, two gentle hands gives better results than
Technical Specifications
- Model ID
- astigmatism-formerly-semantic-shift-astigmatism-0-4b
- Provider
- ModelsLab
- Task
- AI Generation
- Price
- $0.0047 per API call
- Added
- July 8, 2025
Quick Start
Integrate Astigmatism (Formerly 'Semantic Shift') - Astigmatism 0.4b 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": "astigmatism-formerly-semantic-shift-astigmatism-0-4b","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
Astigmatism (Formerly 'Semantic Shift') - Astigmatism 0.4b 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









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