ComfyUI Node
Analyze Model Weights (Tensor Prism)
A ComfyUI node in Tensor_Prism/Analysis with 13 inputs and 1 output.
Analyze Model Weights (Tensor Prism)
- model_a
- model_b
- merge_recipe
◄optimization_method▾►
◄global_alpha0.50►
◄optimization_strength0.80►
◄target_mean_weight0.50►
◄target_std_dev-1.00►
◄smooth_weightsfalse►
◄smoothing_strength0.30►
◄use_model_a_as_basetrue►
◄fp16_modetrue►
◄verbosetrue►
◄auto_detect_optimalfalse►
CategoryTensor_Prism/Analysis
Inputs (13)
| Name | Type | Default | Description |
|---|---|---|---|
| model_a | MODEL | — | |
| model_b | MODEL | — | |
| optimization_method | COMBO | 5 options: combined, similarity, variance, gradient_magnitude, entropy | |
| global_alpha | FLOAT | 0.500–1 | Starting point for optimization |
| optimization_strength | FLOAT | 0.800–1 | How much to trust automated optimization |
| target_mean_weight | FLOAT | 0.50-1–1 | Target mean weight across all blocks (-1 = auto-detect) |
| target_std_dev | FLOAT | -1.00-1–0.5 | Target standard deviation (-1 = auto, 0 = uniform, higher = more variation) |
| smooth_weights | BOOLEAN | false | Apply smoothing to reduce weight variance |
| smoothing_strength | FLOAT | 0.300–1 | How much to smooth (0=none, 1=completely flatten) |
| use_model_a_as_baseopt | BOOLEAN | true | — |
| fp16_modeopt | BOOLEAN | true | — |
| verboseopt | BOOLEAN | true | — |
| auto_detect_optimalopt | BOOLEAN | false | Auto-detect optimal mean weight based on model similarity |
Outputs (1)
| Name | Type | Description |
|---|---|---|
| merge_recipe | MERGE_RECIPE | — |