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Add sampler_pre_cfg_function (#3979)
* Update samplers.py * Update model_patcher.py
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@@ -275,6 +275,12 @@ def sampling_function(model, x, timestep, uncond, cond, cond_scale, model_option
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conds = [cond, uncond_]
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out = calc_cond_batch(model, conds, x, timestep, model_options)
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for fn in model_options.get("sampler_pre_cfg_function", []):
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args = {"conds":conds, "conds_out": out, "cond_scale": cond_scale, "timestep": timestep,
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"input": x, "sigma": timestep, "model": model, "model_options": model_options}
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out = fn(args)
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return cfg_function(model, out[0], out[1], cond_scale, x, timestep, model_options=model_options, cond=cond, uncond=uncond_)
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