Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2
by ModelsLabSo this is meant to be used inverted. Positive use is also possible with interesting results, mostly in that it will often create even greater prompt adherence, at the cost of potential creativity.In general, we're still at a pretty primitive stage: both of these 0.2 are trained with less than 60 images. Yet, their capabilities for generating interesting imagery with very little overtraining makes them quite interesting, in my opinion, and I plan to continue to grow out the process to see if we can hit a "generalization" point with diminishing returns.In any case, using this as a negative broadly improves the creative diversity of many prompts. It does somewhat decrease prompt adherence, at least it seems likely to me, but the increased diversity directly relates to its effectiveness in combatting overtraining issues within the model, and as such I suspect it has improved composition, in general, despite its "alternative" adherence.Note that, depending on the model, you may need to use very odd CFGs, especially if combined with Astigmatism 0.2 postivie.
astigmatism-formerly-semantic-shift-astigmatism-0-2Input
Per image generation will cost 0.0047$
For premium plan image generation will cost 0.00$ i.e Free.
Output
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About Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2
So this is meant to be used inverted. Positive use is also possible with interesting results, mostly in that it will often create even greater prompt adherence, at the cost of potential creativity.In general, we're still at a pretty primitive stage: both of these 0.2 are trained with less than 60 images. Yet, their capabilities for generating interesting imagery with very little overtraining makes them quite interesting, in my opinion, and I plan to continue to grow out the process to see if we
Technical Specifications
- Model ID
- astigmatism-formerly-semantic-shift-astigmatism-0-2
- Provider
- ModelsLab
- Task
- AI Generation
- Price
- $0.0047 per API call
- Added
- July 8, 2025
Quick Start
Integrate Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2 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-0-2","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 -0.2 API costs $0.0047 per API call. Pay only for what you use with no minimum commitments. View pricing plans
Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2 FAQ
So this is meant to be used inverted. Positive use is also possible with interesting results, mostly in that it will often create even greater prompt adherence, at the cost of potential creativity.In general, we're still at a pretty primitive stage: both of these 0.2 are trained with less than 60 im
You can integrate Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2 into your application with a single API call. Sign up on ModelsLab to get your API key, then use the model ID "astigmatism-formerly-semantic-shift-astigmatism-0-2" in your API requests. We provide SDKs for Python, JavaScript, and cURL examples in the API documentation.
Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2 costs $0.0047 per API call. ModelsLab plans start at $21/month (Basic), and the $149/month Open Source plan includes unlimited generation on open-source models.
The model ID for Astigmatism (Formerly 'Semantic Shift') - Astigmatism -0.2 is "astigmatism-formerly-semantic-shift-astigmatism-0-2". Use this ID in your API requests to specify this model.
Yes. ModelsLab is subscription-based with no free tier — plans start at $21/month (Basic, 3,250 API calls). The $149/month Open Source Unlimited plan includes unlimited generation across open-source models; premium third-party models are billed per call from your wallet.