https://artificialguy.com/blog/ Technical guides on generative AI, traced to primary sources. en https://artificialguy.com/blog/anima-lora-training-settings/ https://artificialguy.com/blog/anima-lora-training-settings/ How to configure Anima for image generation, pick the right sampler, and train a LoRA locally with verified settings and hyperparameters. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/cloud-gpu-training-guide/ https://artificialguy.com/blog/cloud-gpu-training-guide/ Choose the right cloud GPU instance, compare templates, and keep costs low. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/comfyui-acceleration-stack/ https://artificialguy.com/blog/comfyui-acceleration-stack/ Version matrix for Triton, SageAttention, FlashAttention, and xformers with PyTorch and CUDA builds for ComfyUI on Windows. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/building-training-dataset-lora-stable-diffusion/ https://artificialguy.com/blog/building-training-dataset-lora-stable-diffusion/ A practical guide to sourcing images, cleaning data, and using JoyCaption and WD14 tagger for LoRA training dataset preparation. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/flux-2-klein-guide/ https://artificialguy.com/blog/flux-2-klein-guide/ A guide to running FLUX.2 Klein 9B locally, using consistency LoRAs for character work, and comparing it with Flux.1-dev Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/moving-off-automatic1111-2026-forge-swarmui-compared/ https://artificialguy.com/blog/moving-off-automatic1111-2026-forge-swarmui-compared/ Forge, SwarmUI, and SD.Next as A1111 replacements — what breaks, what survives, extension migration guide. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/hunyuanvideo-character-lora-training/ https://artificialguy.com/blog/hunyuanvideo-character-lora-training/ Dataset prep, captioning, and diffusion-pipe settings for HunyuanVideo character LoRA training with VRAM requirements. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/hunyuan-video-model-files-vram-comfyui-lora/ https://artificialguy.com/blog/hunyuan-video-model-files-vram-comfyui-lora/ Pick the right HunyuanVideo model file for your GPU, configure ComfyUI, and train a video LoRA. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/illustrious-noobai-native-characters/ https://artificialguy.com/blog/illustrious-noobai-native-characters/ Find out which anime characters Illustrious XL and NoobAI XL recognize natively, how to test a character tag, and when you still need a LoRA. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/illustrious-noobai-anime-guide/ https://artificialguy.com/blog/illustrious-noobai-anime-guide/ Which anime characters Illustrious XL and NoobAI know natively, how to prompt them with Danbooru tags, and practical LoRA training settings that work. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/inpainting-outpainting-stable-diffusion-guide/ https://artificialguy.com/blog/inpainting-outpainting-stable-diffusion-guide/ When to use inpainting models vs base checkpoints, how masked content and inpaint area change results, and why edits fail to blend — with fixes. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/krea-2-turbo-photorealism-guide/ https://artificialguy.com/blog/krea-2-turbo-photorealism-guide/ Verified KREA 2 Turbo photorealism settings, prompt framing for zoom control, and 2026 model comparisons. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/compare-checkpoints-loras-methodology/ https://artificialguy.com/blog/compare-checkpoints-loras-methodology/ A practical methodology for fair Stable Diffusion model comparisons — control variables and read grids honestly. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/photoreal-upscaling-workflow-frequency-separation/ https://artificialguy.com/blog/photoreal-upscaling-workflow-frequency-separation/ A practical guide to two-stage upscaling, frequency separation for relighting, Ultra-HD prompts, and upscaler comparison. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/pony-illustrious-prompt-syntax/ https://artificialguy.com/blog/pony-illustrious-prompt-syntax/ Pony V6/V7 and Illustrious XL prompting: score_ quality tags, source_ origin tags, rating_ filters, weights, BREAK, and negative prompts. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/pony-diffusion-xl-character-list-native-tags/ https://artificialguy.com/blog/pony-diffusion-xl-character-list-native-tags/ Which characters Pony XL knows natively, how to test baked-in tags, and when a LoRA is still required. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/sdxl-prompt-structure-realistic-photography/ https://artificialguy.com/blog/sdxl-prompt-structure-realistic-photography/ Structure SDXL prompts with dual-encoder conditioning, templates, artist tags, and ComfyUI presets for photorealistic results. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/stable-diffusion-model-folders/ https://artificialguy.com/blog/stable-diffusion-model-folders/ Where checkpoints, LoRAs, VAEs, embeddings, ControlNets and upscalers go across AUTOMATIC1111, SD.Next/Forge, and ComfyUI — and how to share one library. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/textual-inversion-embeddings-guide-2025/ https://artificialguy.com/blog/textual-inversion-embeddings-guide-2025/ When to use Textual Inversion over LoRA, Kohya_ss and A1111 settings, and the learning-rate gap explained. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/latent-upscaling-vs-model-upscalers/ https://artificialguy.com/blog/latent-upscaling-vs-model-upscalers/ Compare latent upscaling, model upscalers, hires fix, and tiled workflows. Learn which method works best for photorealistic vs illustrated images. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/local-video-generation-speedup-guide/ https://artificialguy.com/blog/local-video-generation-speedup-guide/ Compare five acceleration techniques for ComfyUI video workflows — benchmarks, trade-offs, and install steps for each method. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/wan-comfyui-workflow-comparison/ https://artificialguy.com/blog/wan-comfyui-workflow-comparison/ Choose the right WAN workflow for your clip — native T2V/I2V graphs, CausVid, and VACE editing. Model files and VRAM needs included. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/wan-video-low-vram-gguf-sageattention/ https://artificialguy.com/blog/wan-video-low-vram-gguf-sageattention/ Master GGUF quantization, block swapping, and SageAttention for WAN 2.2 on 8-12 GB GPUs. Complete workflow for 50-series cards. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/z-image-turbo-complete-guide/ https://artificialguy.com/blog/z-image-turbo-complete-guide/ Learn to run Z-Image Turbo locally, build img2img and inpainting workflows in ComfyUI, and train character LoRAs with the ostris training adapter. Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/camera-angle-prompts-stable-diffusion/ https://artificialguy.com/blog/camera-angle-prompts-stable-diffusion/ Camera angle and shot-type vocabulary for Stable Diffusion and SDXL prompts, with verified resolution, CFG, sampler and weighting settings. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/flux-lora-training-parameters/ https://artificialguy.com/blog/flux-lora-training-parameters/ FLUX.1 LoRA training parameters explained: dataset prep, captioning, learning rate, network dim and alpha, and VRAM for 12GB–24GB GPUs. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/ipadapter-controlnet-regional-prompting-comfyui/ https://artificialguy.com/blog/ipadapter-controlnet-regional-prompting-comfyui/ Which conditioning tool to use in ComfyUI for style transfer, composition and character consistency — and the settings that work. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/merge-stable-diffusion-checkpoints/ https://artificialguy.com/blog/merge-stable-diffusion-checkpoints/ Merge Stable Diffusion checkpoints: weighted sum vs add difference, SDXL block weights, merge vs LoRA, and how to evaluate the result. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/negative-prompts-model-comparison/ https://artificialguy.com/blog/negative-prompts-model-comparison/ Negative prompts work on SD 1.5 and SDXL but do nothing on Flux dev, SDXL-Turbo and Pony by default. See what steers each model family. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/pony-score-tags-quality-prompts/ https://artificialguy.com/blog/pony-score-tags-quality-prompts/ What score_9, score_8_up, source_pony, and rating_safe do in Pony Diffusion, how Illustrious masterpiece tags differ, and when quality tags help or hurt. Sun, 26 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/comfyui-installation-import-errors/ https://artificialguy.com/blog/comfyui-installation-import-errors/ Resolve ComfyUI import failures, onnxruntime-gpu CUDA mismatches, and embedded Python package location issues with verified fixes. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/fix-faces-hands-adetailer-facedetailer/ https://artificialguy.com/blog/fix-faces-hands-adetailer-facedetailer/ Compare ADetailer for A1111/Forge and FaceDetailer for ComfyUI — automatic inpainting that detects faces, hands, and persons. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/stable-diffusion-samplers-schedulers/ https://artificialguy.com/blog/stable-diffusion-samplers-schedulers/ Pick the right sampler for SD1.5, SDXL, and Flux — deterministic vs. stochastic, step count trade-offs, and scheduler settings that matter. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/train-first-lora-free/ https://artificialguy.com/blog/train-first-lora-free/ Free LoRA training guide: dataset prep, WD14/BLIP captioning, and the hyperparameters that actually matter. Colab + local workflows. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/pytorch-cuda-alloc-conf-vram-optimization-flux-wan-hunyuan/ https://artificialguy.com/blog/pytorch-cuda-alloc-conf-vram-optimization-flux-wan-hunyuan/ Fix CUDA OOM with PYTORCH_CUDA_ALLOC_CONF, optimize FLUX training with blocks_to_swap, and run Wan2.1 and HunyuanVideo on 12 GB GPUs. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/wan-22-high-low-noise-loras/ https://artificialguy.com/blog/wan-22-high-low-noise-loras/ Sequential ComfyUI chain: high-noise KSampler feeds low-noise KSampler. Correct LoraLoaderModelOnly setup and training guide. Sat, 25 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/flux-comfyui-workflows/ https://artificialguy.com/blog/flux-comfyui-workflows/ flux-comfyui-workflows Mon, 27 Jul 2026 12:00:00 GMT https://artificialguy.com/blog/z-image-turbo-lora-training/ https://artificialguy.com/blog/z-image-turbo-lora-training/ z-image-turbo-lora-training Mon, 27 Jul 2026 12:00:00 GMT