Create first optimized workflow masters
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# LTX Notes
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## Current default assumptions
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- Low-VRAM practicality matters more than graph sophistication.
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- The first question is whether `LTX 2.3` is usable at all on Chris's `3070`.
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## Strong current source workflows
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- `models/ltx/ltx23-i2v-t2v-simple-single-pass/`
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- `models/ltx/ltx23-t2v-simple-single-pass/`
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- `models/ltx/ltx23-first-last-frame/`
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- `models/ltx/ltx23-character-sheet-best-face-id/`
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## Strong current heuristics
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- Start with simple single-pass before trying larger consistency graphs.
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- Prefer split-model and extracted-model routes when the source pack says they are easier locally.
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- Treat first-last-frame and character-sheet workflows as second-wave tests, not the baseline.
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## Current weak areas
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- No real proof yet for what is genuinely practical on Chris's box.
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- Community packs bundle lots of helper nodes, which raises import fragility.
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## Best current optimization direction
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- Keep `optimized/image-to-video/ltx23-3070-simple-master/` as the first `LTX` default.
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- Only promote first-last-frame or character-sheet variants after the simple master proves viable.
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## What needs Monday proof
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- whether the simple master loads and runs at all on the `3070`
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- whether preview/decode or the core model path is the real bottleneck
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- whether `LTX` has any realistic chance of displacing `MiniMax` for local use
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