all-MiniLM-L6-v2 / variants /cpu-int4 /train /trainable_parameters.json
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{
"baseLayers": [
"base_model.model.bert.encoder.layer.0.attention.self.query",
"base_model.model.bert.encoder.layer.0.attention.self.value",
"base_model.model.bert.encoder.layer.1.attention.self.query",
"base_model.model.bert.encoder.layer.1.attention.self.value",
"base_model.model.bert.encoder.layer.2.attention.self.query",
"base_model.model.bert.encoder.layer.2.attention.self.value",
"base_model.model.bert.encoder.layer.3.attention.self.query",
"base_model.model.bert.encoder.layer.3.attention.self.value",
"base_model.model.bert.encoder.layer.4.attention.self.query",
"base_model.model.bert.encoder.layer.4.attention.self.value",
"base_model.model.bert.encoder.layer.5.attention.self.query",
"base_model.model.bert.encoder.layer.5.attention.self.value"
],
"peftMethod": "lora",
"rank": 8,
"requiresGrad": [
"backbone.bert.encoder.layer.0.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.0.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.0.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.0.attention.self.value.lora_B.lora.weight",
"backbone.bert.encoder.layer.1.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.1.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.1.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.1.attention.self.value.lora_B.lora.weight",
"backbone.bert.encoder.layer.2.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.2.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.2.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.2.attention.self.value.lora_B.lora.weight",
"backbone.bert.encoder.layer.3.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.3.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.3.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.3.attention.self.value.lora_B.lora.weight",
"backbone.bert.encoder.layer.4.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.4.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.4.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.4.attention.self.value.lora_B.lora.weight",
"backbone.bert.encoder.layer.5.attention.self.query.lora_A.lora.weight",
"backbone.bert.encoder.layer.5.attention.self.query.lora_B.lora.weight",
"backbone.bert.encoder.layer.5.attention.self.value.lora_A.lora.weight",
"backbone.bert.encoder.layer.5.attention.self.value.lora_B.lora.weight"
],
"trainableParameterCount": 73728
}