# ComfyUI Dev > Because Even Penguins Need Documentation This file contains links to documentation sections following the llmstxt.org standard. ## Table of Contents - [cyberrealisticPony_v100.safetensors](https://comfyui.dev/api/guides/Checkpoints/cyberrealisticPony-v100-safetensors): Welcome to the documentation for the cyberpunk-meets-photo-realism powerhouse: `cyberrealisticPony_v100.safetensors`. This model checkpoint, used i... - [dreamshaper_8.safetensors](https://comfyui.dev/api/guides/Checkpoints/dreamshaper-8-safetensors): `dreamshaper_8.safetensors` is a versatile and fine-tuned checkpoint for text-to-image generation that brings a creative flair to your ComfyUI work... - [flux-2-klein-9b.safetensors](https://comfyui.dev/api/guides/Checkpoints/flux-2-klein-9b): Look, I've seen a lot of model files waddle through ComfyUI in my time, but `flux-2-klein-9b.safetensors` is something special. This isn't your gra... - [RevAnimated V122 Safetensors](https://comfyui.dev/api/guides/Checkpoints/revAnimated-v122-safetensors): `revAnimated_v122` is part of the revered **RevAnimated** family of model merges, expertly crafted to blend the detail-oriented strength of realist... - [v1-5-pruned-emaonly-fp16.safetensors](https://comfyui.dev/api/guides/Checkpoints/v1-5-pruned-emaonly-fp16-safetensors): The `v1-5-pruned-emaonly-fp16.safetensors` checkpoint is a **Stable Diffusion v1.5-based** model, optimized for inference with **half-precision (FP... - [control_v11f1p_sd15_depth_fp16.safetensors](https://comfyui.dev/api/guides/ControlNet/control-v11f1p-sd15-depth-fp16-safetensors): Welcome to the deep end—literally. `control_v11f1p_sd15_depth_fp16.safetensors` is the Depth ControlNet model from the SD1.5 series (fp16 version),... - [control_v1p_sd15_qrcode_monster_v2.safetensors](https://comfyui.dev/api/guides/ControlNet/control-v1p-sd15-qrcode-monster-v2-safetensors): _Waddle on over, because Naplin here is about to blow your mind with the most delightfully chaotic marriage of art and function you've ever seen._ - [Preprocessor Options](https://comfyui.dev/api/guides/Other%20Resources/preprocessor-options): Welcome to the jungle, also known as the [**ControlNet Preprocessor node**](http://comfyui.dev/docs/guides/Nodes/controlnet-preprocessor). This is ... - [Sampler and Scheduler Compatibility Matrix](https://comfyui.dev/api/guides/Other%20Resources/sampler-and-scheduler-compatibility-matrix): Choosing the right sampler and scheduler combo is kind of like picking the right shoes for a marathon — you can wear flip-flops, but don’t act surp... - [Sampler_Name Options](https://comfyui.dev/api/guides/Other%20Resources/sampler-name-options): **TL;DR:** The `sampler_name` defines _how_ the denoising process interprets and walks through the noise space during diffusion. Each algorithm has... - [Scheduler Options](https://comfyui.dev/api/guides/Other%20Resources/scheduler-options): The `scheduler` parameter in the `KSampler` node determines **how noise is added and removed across the diffusion process**, i.e., how your model h... - [Note](https://comfyui.dev/api/guides/Utilities/note): Because sometimes your future self needs a Post-It too. - [Primitive](https://comfyui.dev/api/guides/Utilities/primitive): Welcome to the chameleon of ComfyUI — the **Primitive** node. This deceptively simple utility node is one of those behind-the-scenes MVPs of any mo... - [ae.safetensors](https://comfyui.dev/api/guides/VAE/ae-safetensors): > Because your image deserves more than a potato-grade decode. - [diffusion_pytorch_model.safetensors](https://comfyui.dev/api/guides/VAE/diffusion-pytorch-model): > Because without a VAE, your model's beautiful latent space dreams stay... well, latent. - [flux2-vae.safetensors](https://comfyui.dev/api/guides/VAE/flux2-vae-safetensors): > Because Flux 2 decided text should actually be readable and details shouldn't look like they went through a cheese grater. - [sdxl_vae.safetensors](https://comfyui.dev/api/guides/VAE/sdxl_vae): Welcome, brave workflow architect. You’ve summoned the `sdxl_vae.safetensors` VAE—a not-so-humble component that does a lot more than people give i... - [vae-ft-mse-840000-ema-pruned.safetensors](https://comfyui.dev/api/guides/VAE/vae-ft-mse-840000-ema-prumed-safetensors): The `vae-ft-mse-840000-ema-pruned.safetensors` is a fine-tuned, lightweight VAE trained using Mean Squared Error (MSE) loss and Exponential Moving ... - [wan_2.1_vae.safetensors](https://comfyui.dev/api/guides/VAE/wan-2-1-vae): Welcome to the documentation for `wan_2.1_vae.safetensors`, a finely tuned VAE (Variational Autoencoder) model tailored for use with **Stable Diffu... - [wan_2.2_vae.safetensors](https://comfyui.dev/api/guides/VAE/wan-2-2-vae): - **File Name:** `wan_2.2_vae.safetensors` - [Apply Style Model](https://comfyui.dev/api/guides/nodes/apply-style-model): Welcome to the secret sauce of stylistic coherence. The `Apply Style Model` node (internally referred to as `StyleModelApply`) takes your boring, u... - [BasicGuider](https://comfyui.dev/api/guides/nodes/basicguider): > _Because your model needs a little more direction than your average intern on a Monday morning._ - [BasicScheduler](https://comfyui.dev/api/guides/nodes/basicscheduler):
- [CLIP Set Last Layer](https://comfyui.dev/api/guides/nodes/clip-set-last-layer): Welcome to the node that lets you mess with CLIP in the most surgical way possible — `CLIPSetLastLayer`. This node gives you control over how far t... - [CLIP Text Encode (Prompt)](https://comfyui.dev/api/guides/nodes/clip-text-encode): Welcome to the beautiful mess of natural language encoding in machine learning, where “a fox wearing sunglasses in the style of Blade Runner” is ma... - [CLIP Vision Encode](https://comfyui.dev/api/guides/nodes/clip-vision-encode): _**"When your image needs to speak fluent CLIP, this is the translator."**_ - [ConditioningZeroOut](https://comfyui.dev/api/guides/nodes/conditioningzeroout): > _A node that says, “You’re not relevant, goodbye.”_ - [ControlNet Preprocessor](https://comfyui.dev/api/guides/nodes/controlnet-preprocessor):
- [DualCLIPLoader](https://comfyui.dev/api/guides/nodes/dualcliploader):
- [Empty Latent Image](https://comfyui.dev/api/guides/nodes/empty-latent-image): Welcome to the mysterious void—the **Empty Latent Image** node. This deceptively simple, no-frills node is the unsung hero of countless ComfyUI wor... - [EmptySD3LatentImage](https://comfyui.dev/api/guides/nodes/emptysd3latentimage): _**The Blank Canvas for SD3 Latent Generation**_ - [Flux.1 Kontext Image Edit](https://comfyui.dev/api/guides/nodes/flux-1-kontext-image-edit): _When your latent needs a glow-up — with precision, style, and zero tolerance for bad prompts._ - [FluxGuidance](https://comfyui.dev/api/guides/nodes/fluxguidance): **Applies precision guidance to your conditioning like a GPS for your prompts.** - [FluxKontextImageScale](https://comfyui.dev/api/guides/nodes/fluxkontextimagescale): _When your image isn’t the right size, and you don’t want to argue with it. This node gets it resized properly so your workflow doesn’t explode lat... - [Image Sharpen](https://comfyui.dev/api/guides/nodes/image-sharpen): > Because sometimes, your image just needs a little extra _kick in the pixels._ - [Image Stitch](https://comfyui.dev/api/guides/nodes/image-stitch): **Category:** `comfy-core` - [KSampler (Advanced)](https://comfyui.dev/api/guides/nodes/ksampler-advanced):
- [KSampler](https://comfyui.dev/api/guides/nodes/ksampler):
- [KSamplerSelect](https://comfyui.dev/api/guides/nodes/ksamplerselect): **“Convenient Sampler Selection — without the guesswork or typo-induced breakdowns.”** - [Load Checkpoint](https://comfyui.dev/api/guides/nodes/load-checkpoint): Welcome to the no-nonsense, full-throttle documentation for the `Load Checkpoint` node in ComfyUI. This deceptively simple node is the gatekeeper o... - [Load Diffusion Model](https://comfyui.dev/api/guides/nodes/load-diffusion-model):
- [Load Image (from Outputs)](https://comfyui.dev/api/guides/nodes/load-image-from-outputs): > _"Why click and drag when you can refresh and go?"_ - [Load LoRA](https://comfyui.dev/api/guides/nodes/load-lora):
- [Load Style Model](https://comfyui.dev/api/guides/nodes/load-style-model): > _Because every masterpiece deserves a sense of style—your style._ - [Load VAE](https://comfyui.dev/api/guides/nodes/load-vae): Welcome to the magical land of compression and decompression, also known as the **Load VAE** node in ComfyUI. - [ModelSamplingFlux](https://comfyui.dev/api/guides/nodes/modelsamplingflux): _Because sometimes “just letting the model do its thing” isn’t good enough._ - [RandomNoise](https://comfyui.dev/api/guides/nodes/randomnoise): _Because sometimes your art needs a little chaos — but with receipts._ - [SamplerCustomAdvanced](https://comfyui.dev/api/guides/nodes/samplercustomadvanced): **Category:** Sampling / Advanced - [Ultimate SD Upscale](https://comfyui.dev/api/guides/nodes/ultimate-sd-upscale):
- [Upscale Latent (by)](https://comfyui.dev/api/guides/nodes/upscale-latent-by): The `Upscale Latent (by)` node in ComfyUI is a deceptively simple but incredibly powerful utility designed for upscaling **latent space tensors**—t... - [Upscale Model](https://comfyui.dev/api/guides/nodes/upscale-model): Welcome to the upscale rodeo. The `Upscale Model` node in ComfyUI isn’t just a pretty button — it’s the gateway to turning your smudgy potato of an... - [VAE Decode](https://comfyui.dev/api/guides/nodes/vae-decode): Welcome to the magical world of _turning latent mush back into pixels_! The `VAE Decode` node in ComfyUI does exactly what it says on the tin — it ... - [Welcome to the ComfyUI Dev Docs 🐧](https://comfyui.dev/api/intro): Ahoy, traveler! Welcome to **ComfyUI Dev**, where workflows run smoother than a greased-up GPU and documentation is cozier than a penguin in a pill... - [ComfyUI Flux Kontext Dev Grouped Workflow: Image Combo Generator](https://comfyui.dev/api/workflows/flux-kontext-dev-grouped): import Tabs from "@theme/Tabs"; - [Text to Image with Locked Variations](https://comfyui.dev/api/workflows/text-to-image): import Tabs from "@theme/Tabs"; - [3D Modeling in ComfyUI - Turning Text into Tangible Penguins (and Other Objects)](https://comfyui.dev/blog/api/3d-modeling-in-comfyui): Waddle closer, my curious node wranglers. Naplin here – your resident ComfyUI pillow-hugging penguin – ready to talk about **3D modeling in ComfyUI**. - [Custom Nodes in ComfyUI - Pros, Cons, and Why They're the Best Worst Idea](https://comfyui.dev/blog/api/custom-nodes-in-comfyui): If you’ve been using **ComfyUI for AI image generation**, you’ve probably heard whispers about **custom nodes**. Maybe you even installed one at 3a... - [Top 5 Tips for Mastering Text-to-Image in ComfyUI (Without Losing Your Sanity)](https://comfyui.dev/blog/api/top-5-tips-for-mastering-text-to-image-in-comfyui): Ahoy, sleepy node wrangler. It’s me, Naplin, the ComfyUI Dev penguin with a pillow and a passion for pipelines. - [The Ultimate ComfyUI VAE Showdown - Comparing VAEs](https://comfyui.dev/blog/api/ultimate-vae-showdown): _"Choosing the right VAE in ComfyUI is like picking the right pillow for a nap—you’ll still sleep, but some options will leave you drooling in blis... - [Video Generation in ComfyUI - Turning Frames into Fire](https://comfyui.dev/blog/api/video-generation-in-comfyui): “You know what’s better than a beautiful image? 30 of them per second—slapped together like a flipbook on rocket fuel.”