Nodes/ComfyUI-LTX-Attention-Toolkit/LTX Attn — Head Candidates
ComfyUI Node

LTX Attn — Head Candidates

A ComfyUI node in g_raw/LTX/Profiler with 9 inputs and 3 outputs.

By g-raw·Created 2 months ago·Updated 29 days ago· 2
LTX Attn — Head Candidates
    • report
    • candidates_csv
    • control_csv
    store_handle_a
    store_handle_b
    attn_typesa
    metricstemporal,frame_dist_mean_norm,frame_dist_std_norm
    step_idx-1
    top_k12
    control_modelowest_score
    control_k12
    seed0
    Categoryg_raw/LTX/Profiler

    Inputs (9)

    NameTypeDefaultDescription
    store_handle_aSTRING
    store_handle_bSTRING
    attn_typeCOMBOsa2 options: sa, ca
    metricsSTRINGtemporal,frame_dist_mean_norm,frame_dist_std_normComma-separated metric names. Composite score = mean(|zscore|) across all of them, per (block, head).
    step_idxINT-1-1–255
    top_kINT121–1536How many (block, head) candidates to shortlist, ranked by the composite score.
    control_modeCOMBOlowest_scoreHow to pick the control group: the heads least implicated by these metrics, or a random sample (excluding the candidates either way).
    control_kINT120–1536Control group size. 0 to skip it.
    seedINT00–2147483647Only used when control_mode=random.

    Outputs (3)

    NameTypeDescription
    reportSTRING
    candidates_csvSTRING
    control_csvSTRING