Nodes/Herrgotts-H3-Infinite-Continuation-Suite/H3 Infinite - Flexible Start / Conditioning v1.4
ComfyUI Node

H3 Infinite - Flexible Start / Conditioning v1.4

H3 Flexible Start v1.4 — Same Great Conditioning, Now Fronting the Masked AV Chain

By HerrgottMargott·Created 14 days ago·Updated 3 days ago· 51
H3 Infinite - Flexible Start / Conditioning v1.4
  • clip
  • vae
  • first_frame
  • last_frame
  • qwen_reference_1
  • positive
  • latent
  • picture_map
prompt
width1344
height768
duration10.0
ref_image_sizematch

If you build a new H3 long-video project in 2026, this is the Clip 1 node you should be dropping on the canvas. H3ContinuousStartV14 is the v1.4 "Flexible Start / Conditioning" node, and its job is unchanged from v1.3: one node that does T2VA, I2VA, L2VA, or FL2VA starts with optional First/Last Frames and auto-growing Qwen References. The interesting part is what it doesn't do - the v1.4 Masked AV magic lives in the Continue node, not here. This Start is deliberately boring, because a chain's first clip shouldn't be where the experiment lives.

What you get

  • Optional first_frame / last_frame - connect neither, either, or both. Full FL2VA (both) is still the recommended long-chain pattern because repeated Last Frames are your quality resets.
  • qwen_reference_1 (autogrows to nine) - Qwen text/vision references for identity and details. Picture ordering is deterministic: First Frame → Picture 1, Last Frame → Picture 2, Qwen refs after. The picture_map output shows the real mapping each run.
  • duration in seconds, snapped up to H3's 17k+5 frame grid (10.0 s → 243 frames ≈ 10.125 s).
  • Outputs positive, latent, picture_map.

Same caveat as v1.3, because it's easy to miss in the v1.4 excitement: Qwen References are Qwen-only. They steer through the vision encoder but are not native Ref2VA/DiT reference latents - if you need persistent reference behavior, that's not what this is.

The v1.4 context

The full v1.4 story (native masked continuation, freeze-safe shared boundary, Net New Content duration, audio-tail carryover) all happens in H3ContinuousContinueV14 and H3ContinuousAnalyzeHandoverV14. This Start node feeds Clip 1 into that machine, and the included Herrgotts_H3_Infinite_v1.4_01_Start.json workflow shows the recommended wiring: Start → sample → Save AV Latent (clip 1), then Continue v1.4 takes over for Clip 2+. And because v1.4 requires ComfyUI with PR #15375's native H3 AV-mask support, the whole chain - Start included - expects a current ComfyUI build. Start itself doesn't probe the mask capability, but your Continue nodes will.

Install

cd ComfyUI/custom_nodes
git clone https://github.com/HerrgottMargott/Herrgotts-H3-Infinite-Continuation-Suite.git

or ComfyUI Manager → pack search. Restart, reload. No pip deps, no bundled weights - H3 FL2VA transformer, video/audio VAEs, and Qwen 3 VL come from Comfy-Org's MiniMax-H3 repo, and the Qwen 3 VL weight is effectively required since the Qwen Reference feature is core.

Gotchas

Keep First + Last connected for long chains unless you're explicitly testing keyframe-free continuation (the less-validated path). And when a seam looks wrong later, don't debug this node - check that the same actual_head_context_frames value is wired from Continue into the join node. Clip 1 being solid isn't the hard part; the handover math downstream is.

CategoryHerrgotts H3 Infinite Continuation Suite

Inputs (10)

NameTypeDefaultDescription
clipCLIP
vaeVAE
promptSTRING
widthINT134432–16384
heightINT76832–16384
durationFLOAT10.00.25–150Requested duration in seconds at H3's native 24 fps. The actual clip snaps upward to H3's 17k+5 frame grid (10.0 s -> 243 frames ~= 10.125 s).
ref_image_sizeCOMBOmatch2 options: match, max
first_frameoptIMAGEOptional First Frame. When connected it is the start temporal keyframe and the first Qwen <Picture N>.
last_frameoptIMAGEOptional Last Frame. When connected it is the end temporal keyframe and follows First Frame in Qwen <Picture N> order.
qwen_reference_1optIMAGEQwen Reference 1. Optional Qwen-only image guide. First/Last Frames keep the first <Picture N> ordinals; Qwen References follow after them. Qwen References are NOT inserted into minimax_refs and are not native Ref2VA/DiT reference latents. Connect this socket to reveal the next one automatically (up to 9).

Outputs (3)

NameTypeDescription
positiveCONDITIONING
latentLATENT
picture_mapSTRING