I have the exact same issue, very simple steps:

Start up the example in this repo
Use Cuda12.win
Load for example https://huggingface.co/second-state/stable-diffusion-v1-5-GGUF
Load model, prompt anything (without changing resolution)
Click Create image-> Crash
If I change the resolution for example 512x512, no crash.

The program '[30440] ImageCreationUI.exe' has exited with code 3221226505 (0xc0000409).
This is the log from my app that has the same crash:
STABLE DIFFUSION [Debug]: stable-diffusion.cpp:163 - Using CUDA backend

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:163 - Using CUDA backend

STABLE DIFFUSION [Info]: stable-diffusion.cpp:195 - loading model from 'I:\LvsSdModels\stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf'

STABLE DIFFUSION [Info]: model.cpp:885 - load I:\LvsSdModels\stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf using gguf format

STABLE DIFFUSION [Debug]: model.cpp:902 - init from 'I:\LvsSdModels\stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf'

STABLE DIFFUSION [Info]: stable-diffusion.cpp:242 - Version: SD 1.x

STABLE DIFFUSION [Info]: stable-diffusion.cpp:275 - Weight type: q4_0

STABLE DIFFUSION [Info]: stable-diffusion.cpp:276 - Conditioner weight type: q4_0

STABLE DIFFUSION [Info]: stable-diffusion.cpp:277 - Diffusion model weight type: q4_0

STABLE DIFFUSION [Info]: stable-diffusion.cpp:278 - VAE weight type: q4_0

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:280 - ggml tensor size = 400 bytes

STABLE DIFFUSION [Debug]: clip.hpp:171 - vocab size: 49408

STABLE DIFFUSION [Debug]: clip.hpp:182 - trigger word img already in vocab

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1111 - clip params backend buffer size = 66.62 MB(VRAM) (196 tensors)

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1111 - unet params backend buffer size = 1270.08 MB(VRAM) (686 tensors)

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1111 - vae params backend buffer size = 159.68 MB(VRAM) (248 tensors)

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:417 - loading weights

STABLE DIFFUSION [Debug]: model.cpp:1698 - loading tensors from I:\LvsSdModels\stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf

STABLE DIFFUSION [Info]: stable-diffusion.cpp:516 - total params memory size = 1496.38MB (VRAM 1496.38MB, RAM 0.00MB): clip 66.62MB(VRAM), unet 1270.08MB(VRAM), vae 159.68MB(VRAM), controlnet 0.00MB(VRAM), pmid 0.00MB(VRAM)

STABLE DIFFUSION [Info]: stable-diffusion.cpp:520 - loading model from 'I:\LvsSdModels\stable-diffusion-v1-5-pruned-emaonly-Q4_0.gguf' completed, taking 1.58s

STABLE DIFFUSION [Info]: stable-diffusion.cpp:550 - running in eps-prediction mode

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:594 - finished loaded file

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:1535 - txt2img 1024x1024

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:1230 - prompt after extract and remove lora: "Anime girl jumping"

STABLE DIFFUSION [Info]: stable-diffusion.cpp:682 - Attempting to apply 0 LoRAs

STABLE DIFFUSION [Info]: stable-diffusion.cpp:1235 - apply_loras completed, taking 0.00s

STABLE DIFFUSION [Debug]: conditioner.hpp:329 - parse 'Anime girl jumping' to [['Anime girl jumping', 1], ]

STABLE DIFFUSION [Debug]: clip.hpp:311 - token length: 77

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1062 - clip compute buffer size: 1.40 MB(VRAM)

STABLE DIFFUSION [Debug]: conditioner.hpp:457 - computing condition graph completed, taking 96 ms

STABLE DIFFUSION [Debug]: conditioner.hpp:329 - parse '' to [['', 1], ]

STABLE DIFFUSION [Debug]: clip.hpp:311 - token length: 77

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1062 - clip compute buffer size: 1.40 MB(VRAM)

STABLE DIFFUSION [Debug]: conditioner.hpp:457 - computing condition graph completed, taking 12 ms

STABLE DIFFUSION [Info]: stable-diffusion.cpp:1368 - get_learned_condition completed, taking 162 ms

STABLE DIFFUSION [Info]: stable-diffusion.cpp:1391 - sampling using Euler A method

STABLE DIFFUSION [Info]: stable-diffusion.cpp:1428 - generating image: 1/1 - seed 10990

STABLE DIFFUSION [Debug]: stable-diffusion.cpp:798 - Sample

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1062 - unet compute buffer size: 8360.93 MB(VRAM)

STABLE DIFFUSION [Debug]: ggml_extend.hpp:1062 - unet compute buffer size: 8360.93 MB(VRAM)
The program '[23928] LyricVideoStudio.win.exe' has exited with code 3221226505 (0xc0000409).

Edit: I got bit better error message when I used the pverload with parameters (_diffusionModel!.TextToImage(prompt, newTp.Parameters)):

338|2025-02-06T19:02:47.5174260+00:00|ERROR|25|MainPage|AppDomain.CurrentDomain.FirstChanceException, stack: at StableDiffusion.NET.Native.g____PInvoke|10_0(sd_ctx_t* __sd_ctx_native, Byte* __prompt_native, Byte* __negative_prompt_native, Int32 __clip_skip_native, Single __cfg_scale_native, Single __guidance_native, Int32 __width_native, Int32 __height_native, Sampler __sample_method_native, Int32 __sample_steps_native, Int64 __seed_native, Int32 __batch_count_native, sd_image_t* __control_cond_native, Single __control_strength_native, Single __style_strength_native, SByte __normalize_input_native, Byte* __input_id_images_path_native, Int32* __skip_layers_native, Int32 __skip_layers_count_native, Single __slg_scale_native, Single __skip_layer_start_native, Single __skip_layer_end_native)
at StableDiffusion.NET.Native.txt2img(sd_ctx_t* sd_ctx, String prompt, String negative_prompt, Int32 clip_skip, Single cfg_scale, Single guidance, Int32 width, Int32 height, Sampler sample_method, Int32 sample_steps, Int64 seed, Int32 batch_count, sd_image_t* control_cond, Single control_strength, Single style_strength, Boolean normalize_input, String input_id_images_path, Int32[] skip_layers, Int32 skip_layers_count, Single slg_scale, Single skip_layer_start, Single skip_layer_end) --> System.Runtime.InteropServices.SEHException (0x80004005): External component has thrown an exception.
at StableDiffusion.NET.Native.g____PInvoke|10_0(sd_ctx_t* __sd_ctx_native, Byte* __prompt_native, Byte* __negative_prompt_native, Int32 __clip_skip_native, Single __cfg_scale_native, Single __guidance_native, Int32 __width_native, Int32 __height_native, Sampler __sample_method_native, Int32 __sample_steps_native, Int64 __seed_native, Int32 __batch_count_native, sd_image_t* __control_cond_native, Single __control_strength_native, Single __style_strength_native, SByte __normalize_input_native, Byte* __input_id_images_path_native, Int32* __skip_layers_native, Int32 __skip_layers_count_native, Single __slg_scale_native, Single __skip_layer_start_native, Single __skip_layer_end_native)
at StableDiffusion.NET.Native.txt2img(sd_ctx_t* sd_ctx, String prompt, String negative_prompt, Int32 clip_skip, Single cfg_scale, Single guidance, Int32 width, Int32 height, Sampler sample_method, Int32 sample_steps, Int64 seed, Int32 batch_count, sd_image_t* control_cond, Single control_strength, Single style_strength, Boolean normalize_input, String input_id_images_path, Int32[] skip_layers, Int32 skip_layers_count, Single slg_scale, Single skip_layer_start, Single skip_layer_end)
Exception thrown: 'System.Runtime.InteropServices.SEHException' in StableDiffusion.NET.dll
An exception of type 'System.Runtime.InteropServices.SEHException' occurred in StableDiffusion.NET.dll but was not handled in user code
External component has thrown an exception.

Edit x2: 1920x1024 does not crash, but it hogged all my memory from GPU (I have done 1920x1080 images before with Comfy without issues, with Flux 1 schell, but probably that's another topic)
Literally everything else goes, like 1025x1024

Once I draw a 1024*1024 image, the program crashes #49

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