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seethroughv0.0.1_marigold

layerdifforg

The pseudo-depth model of See-through, fine-tuned from Marigold Depth v1.1 for anime characters. It is used together with the LayerDiff 3D model to order the decomposed layers. Read our GitHub repository for usage and details. A 4-bit NF4 version for GPUs with less memory is available at 24yearsold/seethroughv0.0.1_marigold_nf4. The See-through code is licensed under Apache-2.0. These weights are released under Apache-2.0 for our own contributions, and they also inherit the licences of the models they are derived from:

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seethroughv0.0.2_layerdiff3d

layerdifforg

This is the model file for See-through with the new tag definition. It generates the transparent body-part layers in the See-through pipeline, together with the depth model. Read our GitHub repository for usage and details. A 4-bit NF4 version for GPUs with less memory is available at 24yearsold/seethroughv0.0.2_layerdiff3d_nf4. The See-through code is licensed under Apache-2.0. These weights are released under Apache-2.0 for our own contributions, and they also inherit the licences of the models they are derived from:

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Input Not verified→ Output Not verified

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COST EXPLORER

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Cost analysis

Adjust monthly token usage to compare estimated API costs.

Monthly input tokens 10 MMonthly output tokens 2 M1 M = 1 million tokens · USD
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How should API prices be compared?+

Separate input, output and cache rates, then estimate the same workload. Image, audio and video rates may use items, duration or resolution rather than tokens.

Do open weights mean free commercial use?+

Not necessarily. Check each version’s license, commercial restrictions and policies. Self-hosting also incurs compute and maintenance costs.

Is the top-ranked model the best for me?+

Rankings depend on tasks, versions and methods. Compare accuracy, latency, reliability and costs on your own workload.