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AircraftFLUX-LoRA.safetensors

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README.md

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+---
+license: apache-2.0
+language:
+- en
+tags:
+- text-to-image
+- lora
+- aircraft
+- aviation
+datasets:
+- nyuuzyou/aircraft-images
+base_model:
+- black-forest-labs/FLUX.1-schnell
+library_name: diffusers
+pipeline_tag: text-to-image
+widget:
+  - text: 2015 American Airlines Airbus A320-214, registration EC-LVC, landing against a clear blue sky
+    output:
+      url: samples/1.jpg
+  - text: 2022 Lufthansa Airbus A321-271NX, registration D-AIEQ, is airborne over a forested area
+    output:
+      url: samples/2.jpg
+  - text: 2018 Azimuth Airlines Sukhoi Superjet 100-95LR, registration RA-89094, taxiing on the runway near some greenery and airport infrastructure
+    output:
+      url: samples/3.jpg
+  - text: 2008 Lufthansa Regional Bombardier CRJ-900LR (CL-600-2D24), registration D-ACKA, airborne against a clear blue sky
+    output:
+      url: samples/4.jpg
+  - text: 2017 Air India Boeing 787-8 Dreamliner, registration VT-ANW, airborne against a cloudy sky
+    output:
+      url: samples/5.jpg
+---
+
+A LoRA trained on 165K high-resolution aircraft images and their structured captions, fine-tuning FLUX.1 [schnell] for enhanced aircraft image generation. This adaptation specializes in:
+- Accurate generation of commercial aircraft with correct proportions and details
+- Precise rendering of specific aircraft models (Boeing, Airbus, etc.)
+- Realistic airline liveries and sometimes registration markings
+
+Best used for generating photorealistic aircraft imagery from detailed prompts. Maintains FLUX.1's general image generation capabilities while significantly improving aviation-specific output quality and accuracy.
+
+Training data: [165K aircraft images with structured captions](https://huggingface.co/datasets/nyuuzyou/aircraft-images)
+
+Recommended prompt: Follow caption format:
+`[year] [airline] [manufacturer] [type], registration [number], [state] [surrounding objects]`
+
+Example: 2023 Lufthansa Airbus A321-271NX, registration D-AIEQ, taking off against a clear sky

optimizer.pt

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steps/AircraftFLUX-LoRA_3000.safetensors

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steps/AircraftFLUX-LoRA_3250.safetensors

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steps/AircraftFLUX-LoRA_3500.safetensors

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steps/AircraftFLUX-LoRA_3750.safetensors

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