Add Image v2 Generate for Klein text-to-image.

New sibling graph and mode so T2I does not borrow Edit, Compose, or Refine. Stills are ignored; size is width x height only.

Co-authored-by: Cursor <cursoragent@cursor.com>
This commit is contained in:
Towsty
2026-08-28 22:56:33 -05:00
co-authored by Cursor
parent a2895b8054
commit b35f9af10d
9 changed files with 511 additions and 112 deletions
+39 -22
View File
@@ -13,6 +13,7 @@ import {
IMAGE_V2_TURBO_STEPS,
IMAGE_V2_DENOISE_DEFAULT,
clampImageV2Denoise,
clampImageV2Size,
clampImageV2Strength,
parseImageV2Mode,
parseImageV2Task,
@@ -109,9 +110,12 @@ export default defineEventHandler(async (event) => {
const mode = parseImageV2Mode(fields.mode)
if (!mode) {
throw createError({ statusCode: 400, statusMessage: 'mode must be edit, compose, or refine' })
throw createError({ statusCode: 400, statusMessage: 'mode must be edit, compose, refine, or generate' })
}
const task = parseImageV2Task(fields.task, mode === 'refine' ? 'refine' : 'scene')
const task = parseImageV2Task(
fields.task,
mode === 'generate' ? 't2i' : mode === 'refine' ? 'refine' : 'scene'
)
const prompt = String(fields.prompt || '').trim()
if (!prompt) {
throw createError({ statusCode: 400, statusMessage: 'A prompt is required' })
@@ -131,11 +135,11 @@ export default defineEventHandler(async (event) => {
}
const ownerKey = libraryOwnerKey(event)
const imageA = await resolveImageRef(ownerKey, fields.image_a, uploadedA)
const imageB = mode === 'refine' ? null : await resolveImageRef(ownerKey, fields.image_b, uploadedB)
const imageA = mode === 'generate' ? null : await resolveImageRef(ownerKey, fields.image_a, uploadedA)
const imageB = mode === 'refine' || mode === 'generate' ? null : await resolveImageRef(ownerKey, fields.image_b, uploadedB)
const mask = mode === 'refine' ? await resolveImageRef(ownerKey, fields.mask, uploadedMask) : null
if (!imageA) {
if (mode !== 'generate' && !imageA) {
throw createError({ statusCode: 400, statusMessage: 'image_a is required' })
}
if (mode === 'refine' && !mask) {
@@ -173,25 +177,34 @@ export default defineEventHandler(async (event) => {
const turbo = parseBool(fields.turbo)
const steps = turbo ? IMAGE_V2_TURBO_STEPS : clampImageSteps(fields.steps, IMAGE_V2_STEPS_DEFAULT)
const cfg = turbo ? IMAGE_V2_TURBO_CFG : clampImageCfg(fields.cfg, IMAGE_V2_CFG_DEFAULT)
const megapixels = clampImageScaleMegapixels(fields.megapixels ?? fields.scaleMegapixels, 1)
const megapixels = mode === 'generate' ? 0 : clampImageScaleMegapixels(fields.megapixels ?? fields.scaleMegapixels, 1)
const seed = fields.seed && String(fields.seed) !== 'random'
? Number(fields.seed)
: Math.floor(Math.random() * 2_147_483_647)
const size = imageDimensions(imageA.data)
const generateSize = clampImageV2Size(fields.width, fields.height, fields.aspect)
const size = mode === 'generate'
? { width: generateSize.width, height: generateSize.height }
: imageDimensions(imageA!.data)
const clipName = String(fields.name || '').trim().slice(0, 80)
const v2Mode = mode as ImageV2Mode
const v2Task = (mode === 'refine' ? 'refine' : mode === 'edit' ? 'scene' : task) as ImageV2Task
const v2Task = (
mode === 'generate' ? 't2i' : mode === 'refine' ? 'refine' : mode === 'edit' ? 'scene' : task
) as ImageV2Task
const refineStrength = mode === 'refine' ? clampImageV2Denoise(fields.strength, IMAGE_V2_DENOISE_DEFAULT) : undefined
const generateConsistencyModel = clampImageV2Strength(fields.consistency_model, mode === 'generate' ? 0 : IMAGE_V2_CONSISTENCY_MODEL)
const generateConsistencyClip = clampImageV2Strength(fields.consistency_clip, mode === 'generate' ? 0 : IMAGE_V2_CONSISTENCY_CLIP)
const still = await rememberInputStill({
ownerKey,
folderId,
filename: imageA.filename,
data: imageA.data,
width: size?.width || 0,
height: size?.height || 0,
hideInput
})
const still = imageA
? await rememberInputStill({
ownerKey,
folderId,
filename: imageA.filename,
data: imageA.data,
width: size?.width || 0,
height: size?.height || 0,
hideInput
})
: null
const savedRef = imageB
? await rememberInputStill({
ownerKey,
@@ -219,7 +232,7 @@ export default defineEventHandler(async (event) => {
prompt,
name: clipName,
folderId,
aspect: 'auto',
aspect: mode === 'generate' ? (generateSize.aspect || '1:1') : 'auto',
width: size?.width || 0,
height: size?.height || 0,
steps,
@@ -244,15 +257,15 @@ export default defineEventHandler(async (event) => {
negative: String(fields.negative || '').trim(),
referenceStillId: savedRef?.id,
referenceStillFilename: savedRef?.filename,
scaleToTotalPixels: true,
scaleToTotalPixels: mode !== 'generate',
scaleMegapixels: megapixels,
imagePipeline: 'v2',
v2Mode,
v2Task,
snofsModel: clampImageV2Strength(fields.snofs_model, IMAGE_V2_SNOFS_MODEL),
snofsClip: clampImageV2Strength(fields.snofs_clip, IMAGE_V2_SNOFS_CLIP),
consistencyModel: clampImageV2Strength(fields.consistency_model, IMAGE_V2_CONSISTENCY_MODEL),
consistencyClip: clampImageV2Strength(fields.consistency_clip, IMAGE_V2_CONSISTENCY_CLIP),
consistencyModel: generateConsistencyModel,
consistencyClip: generateConsistencyClip,
maskStillId: savedMask?.id,
maskStillFilename: savedMask?.filename,
refineStrength
@@ -275,7 +288,11 @@ export default defineEventHandler(async (event) => {
cfg,
mode: v2Mode,
task: v2Task,
workflow: v2Mode === 'refine' ? 'klein_v2_refine.json' : v2Mode === 'compose' ? 'klein_v2_compose.json' : 'klein_v2_edit.json',
workflow: v2Mode === 'generate'
? 'klein_v2_generate.json'
: v2Mode === 'refine' ? 'klein_v2_refine.json' : v2Mode === 'compose' ? 'klein_v2_compose.json' : 'klein_v2_edit.json',
width: size?.width || 0,
height: size?.height || 0,
strength: refineStrength,
hideThumbnail,
folderLocked