cifar100-adapterplus_config / adapter_config.json
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{
"config": {
"adapter_residual_before_ln": false,
"cross_adapter": false,
"dropout": 0.0,
"factorized_phm_W": true,
"factorized_phm_rule": false,
"hypercomplex_nonlinearity": "glorot-uniform",
"init_weights": "houlsby",
"inv_adapter": null,
"inv_adapter_reduction_factor": null,
"is_parallel": false,
"learn_phm": true,
"leave_out": [],
"ln_after": false,
"ln_before": false,
"mh_adapter": false,
"non_linearity": "gelu",
"original_ln_after": true,
"original_ln_before": false,
"output_adapter": true,
"phm_bias": true,
"phm_c_init": "normal",
"phm_dim": 4,
"phm_init_range": 0.0001,
"phm_layer": false,
"phm_rank": 1,
"reduction_factor": 96,
"residual_before_ln": true,
"scaling": "channel",
"shared_W_phm": false,
"shared_phm_rule": true,
"stochastic_depth": 0.1,
"use_gating": false
},
"hidden_size": 768,
"model_class": "ViTAdapterModel",
"model_name": "google/vit-base-patch16-224-in21k",
"model_type": "vit",
"name": "adapterplus_config",
"version": "adapters.1.0.1"
}