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comfyui-workflows/models/ltx/ltx23-first-last-frame/README.md
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# LTX 2.3 First Last Frame
## Summary
`LTX 2.3` first-last-frame workflow for controlled transition video generation.
## Model Family
- `ltx`
## Status
- `imported-only`
## Source
- Workflow pack page: <https://huggingface.co/RuneXX/LTX-2.3-Workflows>
- Workflow file: <https://huggingface.co/RuneXX/LTX-2.3-Workflows/resolve/main/First-Last-Frame/LTX-2.3_-_FLF2V_First-Last-Frame.json?download=true>
- Original publisher: `RuneXX`
- Date imported: `2026-08-08`
## Developer notes
- Part of the RuneXX extracted-model workflow pack.
- Includes several attention/sage/memory-efficiency helpers compared with the simpler LTX graphs.
## Our notes
- This is one of the most relevant `LTX 2.3` workflows for you because first/last-frame control is a practical, non-toy use case.
- It is heavier than the simple single-pass workflows, so it is more of a second-step test after confirming LTX is even workable on the `3070`.
## Required custom nodes
- `ComfyUI-KJNodes`
- `rgthree-comfy`
- attention/memory helper nodes used by the RuneXX pack
## Notes
- Best current LTX first-last-frame import in the repo.