22Graph nodes
18Node classes
11Inputs
14Models
Tags: chromarunpod-serverlessvolume-backedimage-to-image
Inputs (11)#
The typed parameter surface callers bind when they request this workflow. Enum options and numeric bounds are the values the workflow document declares.
promptstringrequireddefault a close-up photograph of a tiger's eye, intricately detailed fur, natural lighting, sharp focus, highest qualityPositive prompt in natural prose (Chroma responds to descriptive photography language)
negative_promptstringdefault This greyscale unfinished sketch has bad proportions, is featureless and disfigured. It is a blurry ugly mess with excessive gaussian blur, riddled with watermarks and signatures, smudged with leaking colors and nonsensical orientation of objects. Messy and abstract, filled with artifacts that disrupt the coherency of the composition, extreme chromatic aberrations and inconsistent lighting. Dull, monochrome colors and countless artistic errors.Negative prompt (Chroma is CFG-guided, so this is honoured)
checkpointenumdefault chroma1-hdFull-precision Chroma checkpoint on the network volume. ungloryhail-bf16 = UnGloryHail BF16 (A.03.01, Civitai model-version 2898818, the BF16 file 2776781 rather than the version's fp8 primary; content explicit; not rendered on a GPU yet, A.03.01 live still owed).
options:
chroma1-hduncanny-v13-bf16photonic-fusion-debloated-bf16ungloryhail-bf16stepsintegerdefault 26min 8max 60Sampling steps (26 is the Chroma1-HD reference)
cfgfloatdefault 3.8min 1.0max 10.0Classifier-free guidance (3.8 is the Chroma1-HD reference)
seedintegerdefault -1Random seed (-1 = random)
source_imageimagerequiredSource image (PNG/JPEG/WebP)
denoisefloatdefault 0.6min 0.05max 1.0Denoise strength: low keeps the source, 1.0 ignores it
upscaleenumdefault noneOptional still-upscale tail, 2x. seedvr2_3b (A.01.08) resizes the still 2x with lanczos and restores it in one step with SeedVR2 3B (fp16) on ComfyUI's core SeedVR2 nodes, as the SeedVR2 3B image template does at 4x; its first use loads the seedvr2-3b family (7.29 GB) into the model cache. Only 2x is offered: the worker returns the PNG inline in the job output, and a 4x (~16 MP) still would not fit RunPod's job-output ceiling until outputs travel by the volume (V.12.05). none leaves the graph exactly as before. The Real-ESRGAN x2 tail (C.12.02) was retired once SeedVR2 3B had rendered (A.01.08); the enum refuses a job that still names x2.
options:
noneseedvr2_3bloraenumdefault noneOptional LoRA on the Chroma model (C.12.01; four picked by the user on 2026-09-13, all from CivitAI with every commercial flag). lenovo-ultrareal = photorealism enhancer (its trigger word `l3n0v0` is appended to the prompt automatically); chroma-realistic-slider = realism up/down by strength; chroma-defluxer = removes the residual Flux look; style-muk = illustration style. A.03.01 adds two more, also with every commercial flag: nicegirls-ultrareal = NiceGirls UltraReal Chroma (model-version 2487473, content racy); nsfw-realism-v1 = NSFW Realism v1.0 (model-version 2357084, content explicit). Neither version lists trained words, so neither appends a trigger, and neither has rendered on a GPU yet (A.03.01 live stills owed). none leaves the graph exactly as before.
options:
nonelenovo-ultrarealchroma-realistic-sliderchroma-defluxerstyle-muknicegirls-ultrarealnsfw-realism-v1lora_strengthfloatdefault 1.0min -2.0max 2.0LoRA strength on the model (LoraLoaderModelOnly.strength_model). The slider LoRA is meant to be driven negative as well as positive; the others sit at 1.0.
ComfyUI node graph (22)#
The executable ComfyUI prompt graph: 22 nodes across 18 distinct node classes, wired by 27 data dependencies. Nodes tinted green come from a custom node pack this workflow declares; the rest are ComfyUI core / baked-community classes.
flowchart TD
n0["1: UNETLoader"]
n1["2: CLIPLoader"]
n2["3: VAELoader"]
n3["4: ModelSamplingAuraFlow"]
n4["5: T5TokenizerOptions"]
n5["6: CLIPTextEncode"]
n6["7: CLIPTextEncode"]
n7["8: LoadImage"]
n8["9: VAEEncode"]
n9["10: KSampler"]
n10["11: VAEDecode"]
n11["12: SaveImage"]
n12["16: LoraLoaderModelOnly"]
n13["17: UNETLoader"]
n14["18: VAELoader"]
n15["19: ResizeImageMaskNode"]
n16["20: SeedVR2Preprocess"]
n17["21: VAEEncodeTiled"]
n18["22: SeedVR2Conditioning"]
n19["23: KSampler"]
n20["24: VAEDecodeTiled"]
n21["25: SeedVR2PostProcessing"]
n12 -->|model| n3
n1 -->|clip| n4
n4 -->|clip| n5
n4 -->|clip| n6
n7 -->|pixels| n8
n2 -->|vae| n8
n3 -->|model| n9
n5 -->|positive| n9
n6 -->|negative| n9
n8 -->|latent_image| n9
n9 -->|samples| n10
n2 -->|vae| n10
n0 -->|model| n12
n10 -->|input| n15
n15 -->|resized_images| n16
n16 -->|pixels| n17
n14 -->|vae| n17
n13 -->|model| n18
n17 -->|vae_conditioning| n18
n13 -->|model| n19
n18 -->|positive| n19
n18 -->|negative| n19
n17 -->|latent_image| n19
n19 -->|samples| n20
n14 -->|vae| n20
n20 -->|images| n21
n15 -->|original_resized_images| n21
Nodes (22)#
1UNETLoadercoreunet_name = {{checkpoint_map[checkpoint]}} tmplweight_dtype = defaultoutputs:
MODEL2CLIPLoadercoreclip_name = t5xxl_fp16.safetensorstype = chromadevice = defaultoutputs:
CLIP3VAELoadercorevae_name = ae.safetensorsoutputs:
VAE4ModelSamplingAuraFlowcoremodel = ◂ node 16 · out[0]shift = 1.0outputs:
MODEL5T5TokenizerOptionscoreclip = ◂ node 2 · out[0]min_padding = 1min_length = 0outputs:
CLIP6CLIPTextEncodecoretext = {{constructed_prompt}}{{lora_trigger_map[lora]}} tmplclip = ◂ node 5 · out[0]outputs:
CONDITIONING7CLIPTextEncodecoretext = {{negative_prompt}} tmplclip = ◂ node 5 · out[0]outputs:
CONDITIONING8LoadImagecoreimage = {{source_image}} tmploutputs:
IMAGEMASK9VAEEncodecorepixels = ◂ node 8 · out[0]vae = ◂ node 3 · out[0]outputs:
LATENT10KSamplercoremodel = ◂ node 4 · out[0]positive = ◂ node 6 · out[0]negative = ◂ node 7 · out[0]latent_image = ◂ node 9 · out[0]seed = {{seed}} tmplsteps = {{steps}} tmplcfg = {{cfg}} tmplsampler_name = eulerscheduler = betadenoise = {{denoise}} tmploutputs:
LATENT11VAEDecodecoresamples = ◂ node 10 · out[0]vae = ◂ node 3 · out[0]outputs:
IMAGE12SaveImagecoreimages = {{upscale_output_map[upscale]}} tmplfilename_prefix = isis/chroma-img2img16LoraLoaderModelOnlycoremodel = ◂ node 1 · out[0]lora_name = {{lora_map[lora]}} tmplstrength_model = {{lora_strength}} tmploutputs:
MODEL17UNETLoadercoreunet_name = seedvr2_3b_fp16.safetensorsweight_dtype = defaultoutputs:
MODEL18VAELoadercorevae_name = seedvr2_ema_vae_fp16.safetensorsoutputs:
VAE19ResizeImageMaskNodecoreinput = ◂ node 11 · out[0]resize_type = scale by multiplierresize_type.multiplier = 2.0scale_method = lanczosoutputs:
IMAGE20SeedVR2Preprocesscoreresized_images = ◂ node 19 · out[0]outputs:
IMAGE21VAEEncodeTiledcorepixels = ◂ node 20 · out[0]vae = ◂ node 18 · out[0]tile_size = 512overlap = 128temporal_size = 4096temporal_overlap = 8outputs:
LATENT22SeedVR2Conditioningcoremodel = ◂ node 17 · out[0]vae_conditioning = ◂ node 21 · out[0]outputs:
CONDITIONINGCONDITIONING23KSamplercoremodel = ◂ node 17 · out[0]positive = ◂ node 22 · out[0]negative = ◂ node 22 · out[1]latent_image = ◂ node 21 · out[0]seed = {{seed}} tmplsteps = 1cfg = 1.0sampler_name = eulerscheduler = simpledenoise = 1.0outputs:
LATENT24VAEDecodeTiledcoresamples = ◂ node 23 · out[0]vae = ◂ node 18 · out[0]tile_size = 512overlap = 128temporal_size = 4096temporal_overlap = 8outputs:
IMAGE25SeedVR2PostProcessingcoreimages = ◂ node 24 · out[0]original_resized_images = ◂ node 19 · out[0]color_correction_method = noneoutputs:
IMAGEPrompt construction#
template{base_prompt}Variables (1)#
base_prompt{{prompt}} tmplParameter banks (6)#
The prompt / configuration lookup tables this workflow keys into from its inputs — the vocabulary that turns a style / palette / preset selection into graph parameters.
option_policy (2)#
checkpoint{"chroma1-hd": {"distribution": "service", "content": "neutral"}, "uncanny-v13-bf16": {"distribution": "service", "content": "neutral"}, "photonic-fusion-debloated-bf16": {"distribution": "internal_only", "content": "neutral"}, "ungloryhail-bf16": {"distribution": "service", "content": "explicit"}}lora{"lenovo-ultrareal": {"distribution": "service", "content": "neutral"}, "chroma-realistic-slider": {"distribution": "service", "content": "neutral"}, "chroma-defluxer": {"distribution": "service", "content": "neutral"}, "style-muk": {"distribution": "service", "content": "neutral"}, "nicegirls-ultrareal": {"distribution": "service", "content": "racy"}, "nsfw-realism-v1": {"distribution": "service", "content": "explicit"}}checkpoint_map (4)#
chroma1-hdChroma1-HD.safetensorsuncanny-v13-bf16uncannyPhotorealism_v13_bf16.safetensorsphotonic-fusion-debloated-bf16photonicFusionChroma_debloated_bf16.safetensorsungloryhail-bf16ungloryhail_bf16.safetensorsrequires_families (2)#
chroma-coreseedvr2-3blora_map (7)#
nonelenovo-ultrarealchroma-lenovo-ultrareal.safetensorschroma-realistic-sliderchroma-realistic-slider.safetensorschroma-defluxerchroma-defluxer.safetensorsstyle-mukchroma-style-muk.safetensorsnicegirls-ultrarealchroma-nicegirls-ultrareal.safetensorsnsfw-realism-v1chroma-nsfw-realism-v1.safetensorslora_trigger_map (7)#
nonelenovo-ultrareal, l3n0v0chroma-realistic-sliderchroma-defluxerstyle-muknicegirls-ultrarealnsfw-realism-v1upscale_output_map (2)#
none110seedvr2_3b250Models & dependencies#
Models required (14)#
Chroma1-HD.safetensorsuncannyPhotorealism_v13_bf16.safetensorsphotonicFusionChroma_debloated_bf16.safetensorsungloryhail_bf16.safetensorst5xxl_fp16.safetensorsae.safetensorschroma-lenovo-ultrareal.safetensorschroma-realistic-slider.safetensorschroma-defluxer.safetensorschroma-style-muk.safetensorschroma-nicegirls-ultrareal.safetensorschroma-nsfw-realism-v1.safetensorsseedvr2_3b_fp16.safetensorsseedvr2_ema_vae_fp16.safetensorsOutput contract#
What a successful run of this workflow returns.
typeimageformatpngTaxonomy & routing#
How the control plane classifies this workflow — from the committed workflow-taxonomy-registry.json. It drives the consistency / control surface the agentic director can exercise over the workflow.
assetFamilyportrait-hero-image-bundleoutputPackageProfileimage-single-profilecontrolModalitiesmodel-locksampler-scheduler-lockseed-locklatent-reusereference-ensembleconsistencyDimensionsidentitylightingcolor-scriptnotesChroma image-to-image at a chosen denoise.