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This technique improves the alignment between conditional and unconditional results to reduce the negative impact of misaligned components.
In practice, the results of TCFG are similar to those produced by CFG at a lower guidance scale. However, according to the FID-CLIP curves in Figure 6, TCFG may still bring some improvements.

Test with Cosmos-Predict2-2B for regular CFG.
In this example, CFG 3.0 appears overall similar to TCFG 5.0, with some differences in details.
tcfg_grid_00001_

Test for CFG++.
TCFG++ refers to the combination of TCFG and CFG++.
tcfg_cfgpp_grid_00001_

@comfyanonymous comfyanonymous merged commit f02de13 into comfyanonymous:master Jul 1, 2025
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@chaObserv chaObserv deleted the TCFG branch July 3, 2025 07:47
rakki194 pushed a commit to rakki194/ComfyUI that referenced this pull request Jul 21, 2025
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